Credit Card Processing Companies AI Visibility Ranking Trends - November 2026

Answer capsule

The November 2026 Credit Card Processing Companies benchmark compares 37 companies across 400 AI answers that met its inclusion rules. Adyen leads with 156 recommendations (39.00% of answers). At least one tracked company was recommended in 178 answers; some answers recommended several companies.

The rankings distinguish being mentioned from receiving an affirmative recommendation, then examine placement and the wording used about each company. Earlier monthly results show how counts and rates changed, with each month using its own answer total. These results describe the answers reviewed, not product quality or customer satisfaction. Differences between monthly samples limit comparisons and do not establish why a result changed.

For the strategic interpretation of this benchmark, read CiteWorks Studio's analysis of How AI Search Is Recommending Credit Card Processing Companies

Industry leaderboard

Questions This Section Answers

• How do Credit Card Processing Companies rank by recorded AI recommendations in November 2026?

The leaderboard orders companies by how many answers affirmatively recommended them, not by how often they appeared. A company can be mentioned frequently yet recommended rarely, so the recommendation count and the mention rate answer different questions. Ties reflect equal recommendation counts, and the printed ranks group those companies together rather than implying a unique ordering.

Placements sit inside recommendations: a first-place result is a subset of shortlist placements, which are themselves a subset of recommendations. Reading the columns separately avoids treating a strong shortlist presence as equivalent to frequent endorsement, or a high mention rate as evidence of recommendation.

Key findings

Tracked-company answer coverage

Questions This Section Answers

• How often did the November 2026 Credit Card Processing Companies answer sample recommend any tracked company?

178 distinct answers recommended at least one tracked company. Counting each company recommendation separately gives 429, because an answer can recommend several companies. Answers with no tracked recommendation may still have recommended companies outside this comparison.

Every qualified answer mentioned at least one tracked company, but fewer than half recommended one. That gap is the central distinction: appearing in an answer is not the same as being put forward as a choice. The remaining answers may still have named companies outside this comparison, so the absence of a tracked recommendation is not an absence of any recommendation.

Because one answer can recommend several companies, company-level totals exceed the number of answers with a recommendation. Overlapping coverage therefore describes how widely tracked names were endorsed across answers, not market share or dominance.

Reach and affirmative recommendation

Adyen ranks 1 by recommendation count. Mentions: 345 (86.25%); recommendations: 156 (39.00%). Top 3 placements: 42 (10.50%); first-place placements: 20 (5.00%).

Wording about the company: 184 positive, 161 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 45.2%. The net framing score was 0.53 (defined in Methodology).

189 mentions had no recorded recommendation. Of recorded recommendations, 26.92% were Top 3 and 12.82% were first-place.

Adyen illustrates why reach and endorsement diverge. It appeared in most answers and was recommended in a substantial minority, leaving many mentions without a recorded recommendation. Its placements are a smaller subset of those recommendations, so first-place results should not be read as a separate tally of wins.

The recommendation-to-mention ratio describes the recorded answers only. It is not a conversion rate, a customer measure or evidence about why some mentions carried an endorsement and others did not.

Recommendation order and placement

Placement records where a recommended company appeared in an answer's ordering. Top-three and first-place counts are nested within recommendations, so they cannot be added to recommendation totals or compared as if they shared a different base. A company with many recommendations may still place near the top relatively rarely.

Ordering reflects the wording of the recorded answers. It does not demonstrate preference among customers, purchasing behavior or the strength of a company's offering.

Classified framing in context

Framing classifies the wording surrounding each mention as positive, neutral or negative. Most mentions in this sample were neutral or positive, and negative wording was rare. Neutral wording is not a negative signal, and positive wording does not by itself explain why a recommendation was or was not recorded.

The net framing score summarizes that wording on a bounded scale. It is not a reputation measure, a customer sentiment score or an indicator of company quality, and it should be read alongside mention and recommendation counts rather than in isolation.

Company results in detail

Adyen

Questions This Section Answers

• What do the November 2026 AI answer results show about Adyen mentions, recommendations and placement?

Adyen ranks 1 by recommendation count. Mentions: 345 (86.25%); recommendations: 156 (39.00%). Top 3 placements: 42 (10.50%); first-place placements: 20 (5.00%).

Wording about the company: 184 positive, 161 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 45.2%. The net framing score was 0.53 (defined in Methodology).

189 mentions had no recorded recommendation. Of recorded recommendations, 26.92% were Top 3 and 12.82% were first-place.

From October 2026 to November 2026, Adyen's mention count rose from 320 to 345, while its recommendation count fell from 226 to 156. The recommendation rate was 58.10% and 39.00% respectively.

Adyen leads on recommendation count while also appearing in most answers, giving it the broadest reach in this sample. Its recommendations are a minority of its mentions, so visibility and endorsement are clearly distinct here. Placements form a smaller subset of those recommendations.

Compared with the prior month, mentions rose while recommendations fell, and the recommendation rate declined accordingly. The samples differ between months, so the recorded change does not establish why it occurred.

Braintree

Questions This Section Answers

• What do the November 2026 AI answer results show about Braintree mentions, recommendations and placement?

Braintree ranks 2 by recommendation count. Mentions: 263 (65.75%); recommendations: 96 (24.00%). Top 3 placements: 29 (7.25%); first-place placements: 7 (1.75%).

Wording about the company: 113 positive, 150 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 36.5%. The net framing score was 0.43 (defined in Methodology).

167 mentions had no recorded recommendation. Of recorded recommendations, 30.21% were Top 3 and 7.29% were first-place.

From October 2026 to November 2026, Braintree's mention count rose from 215 to 263, while its recommendation count fell from 140 to 96. The recommendation rate was 35.99% and 24.00% respectively.

Braintree holds second place by recommendation count with strong mention coverage. Its recommendation-to-mention ratio is moderate, meaning a meaningful share of appearances carried an endorsement but many did not. Shortlist placements are a modest subset of its recommendations.

Mentions increased from the prior month while recommendations decreased, lowering the recommendation rate. Because monthly samples differ, the comparison shows what was recorded rather than a cause.

Authorize.Net

Questions This Section Answers

• What do the November 2026 AI answer results show about Authorize.Net mentions, recommendations and placement?

Authorize.Net ranks 3 by recommendation count. Mentions: 200 (50.00%); recommendations: 79 (19.75%). Top 3 placements: 11 (2.75%); first-place placements: 3 (0.75%).

Wording about the company: 94 positive, 106 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 39.5%. The net framing score was 0.47 (defined in Methodology).

121 mentions had no recorded recommendation. Of recorded recommendations, 13.92% were Top 3 and 3.80% were first-place.

From October 2026 to November 2026, Authorize.Net's mention count rose from 176 to 200, while its recommendation count fell from 112 to 79. The recommendation rate was 28.79% and 19.75% respectively.

Authorize.Net ranks third on recommendations with mention coverage in about half of answers. Its recommendation-to-mention ratio sits near the middle of the leading group, and its placement counts are comparatively small relative to its recommendation total.

Its mention count rose from the prior month while recommendations fell, and the recommendation rate declined. The separate monthly samples limit any inference about why the counts moved as they did.

Checkout.com

Questions This Section Answers

• What do the November 2026 AI answer results show about Checkout.com mentions, recommendations and placement?

Checkout.com ranks 4 by recommendation count. Mentions: 278 (69.50%); recommendations: 41 (10.25%). Top 3 placements: 10 (2.50%); first-place placements: 6 (1.50%).

Wording about the company: 48 positive, 230 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 14.7%. The net framing score was 0.17 (defined in Methodology).

237 mentions had no recorded recommendation. Of recorded recommendations, 24.39% were Top 3 and 14.63% were first-place.

From October 2026 to November 2026, Checkout.com's mention count rose from 99 to 278, while its recommendation count fell from 68 to 41. The recommendation rate was 17.48% and 10.25% respectively.

Checkout.com appears in a large share of answers but is recommended in a much smaller fraction, giving it one of the widest gaps between reach and endorsement among the leading companies. Its framing is overwhelmingly neutral, and placements are a small subset of recommendations.

Mentions rose sharply from the prior month while recommendations fell, and the recommendation rate declined. The differing samples mean the comparison describes recorded results, not a cause.

Stax Payments

Questions This Section Answers

• What do the November 2026 AI answer results show about Stax Payments mentions, recommendations and placement?

Stax Payments ranks 5 by recommendation count. Mentions: 33 (8.25%); recommendations: 13 (3.25%). Top 3 placements: 3 (0.75%); first-place placements: 0 (0.00%).

Wording about the company: 17 positive, 16 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 39.4%. The net framing score was 0.52 (defined in Methodology).

20 mentions had no recorded recommendation. Of recorded recommendations, 23.08% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Stax Payments' mention count fell from 40 to 33, while its recommendation count fell from 34 to 13. The recommendation rate was 8.74% and 3.25% respectively.

Stax Payments sits in the middle of the table with modest mention coverage and a smaller recommendation count. Its recommendation-to-mention ratio is comparatively high for its size, though the base is small enough that the ratio should be read with caution. It recorded no first-place placements.

Both mentions and recommendations fell from the prior month, and the recommendation rate declined. The smaller monthly samples do not explain that movement.

Payoneer

Questions This Section Answers

• What do the November 2026 AI answer results show about Payoneer mentions, recommendations and placement?

Payoneer ranks 6 by recommendation count. Mentions: 33 (8.25%); recommendations: 11 (2.75%). Top 3 placements: 1 (0.25%); first-place placements: 0 (0.00%).

Wording about the company: 12 positive, 21 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 33.3%. The net framing score was 0.36 (defined in Methodology).

22 mentions had no recorded recommendation. Of recorded recommendations, 9.09% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Payoneer's mention count rose from 31 to 33, while its recommendation count fell from 21 to 11. The recommendation rate was 5.40% and 2.75% respectively.

Payoneer records a modest number of mentions and fewer recommendations, with a recommendation-to-mention ratio in the middle range. Its placements are minimal, with a single shortlist appearance and no first-place results. Framing is mostly neutral.

Mentions edged up from the prior month while recommendations fell, lowering the recommendation rate. With small counts, month-to-month movement should be read as recorded change rather than a trend.

Payment Depot

Questions This Section Answers

• What do the November 2026 AI answer results show about Payment Depot mentions, recommendations and placement?

Payment Depot ranks 7 by recommendation count. Mentions: 29 (7.25%); recommendations: 10 (2.50%). Top 3 placements: 3 (0.75%); first-place placements: 1 (0.25%).

Wording about the company: 13 positive, 16 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 34.5%. The net framing score was 0.45 (defined in Methodology).

19 mentions had no recorded recommendation. Of recorded recommendations, 30.00% were Top 3 and 10.00% were first-place.

From October 2026 to November 2026, Payment Depot's mention count stayed at 29, while its recommendation count fell from 26 to 10. The recommendation rate was 6.68% and 2.50% respectively.

Payment Depot has limited mention coverage and a small recommendation count, with a recommendation-to-mention ratio near the middle of the field. Its placements are few, including a single first-place result. Framing is split between positive and neutral.

Mentions held steady from the prior month while recommendations fell, and the recommendation rate declined. The small base makes the ratio sensitive to individual answers.

Elavon

Questions This Section Answers

• What do the November 2026 AI answer results show about Elavon mentions, recommendations and placement?

Elavon ranks 8 by recommendation count. Mentions: 32 (8.00%); recommendations: 6 (1.50%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 7 positive, 24 neutral, 1 negative mentions. The proportion of mentions that also included a recommendation was 18.8%. The net framing score was 0.19 (defined in Methodology).

26 mentions had no recorded recommendation. Of recorded recommendations, 0.00% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Elavon's mention count fell from 50 to 32, while its recommendation count fell from 22 to 6. The recommendation rate was 5.66% and 1.50% respectively.

Elavon appears in a modest share of answers but is recommended rarely, giving it a low recommendation-to-mention ratio. It recorded no shortlist or first-place placements, and its framing includes the sample's only negative mention alongside mostly neutral wording.

Both mentions and recommendations fell from the prior month, and the recommendation rate declined. The recorded comparison does not establish why.

Nuvei

Questions This Section Answers

• What do the November 2026 AI answer results show about Nuvei mentions, recommendations and placement?

Nuvei ranks 8 by recommendation count. Mentions: 13 (3.25%); recommendations: 6 (1.50%). Top 3 placements: 1 (0.25%); first-place placements: 1 (0.25%).

Wording about the company: 7 positive, 6 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 46.2%. The net framing score was 0.54 (defined in Methodology).

7 mentions had no recorded recommendation. Of recorded recommendations, 16.67% were Top 3 and 16.67% were first-place.

From October 2026 to November 2026, Nuvei's mention count fell from 18 to 13, while its recommendation count fell from 8 to 6. The recommendation rate was 2.06% and 1.50% respectively.

Nuvei shares a rank with another company on equal recommendation counts, with limited mention coverage. Its recommendation-to-mention ratio is among the higher ones in the table, but the small base means the ratio should be read with caution. It recorded a single shortlist and first-place placement.

Mentions and recommendations both fell from the prior month, and the recommendation rate declined. Small counts make monthly movement difficult to interpret.

NMI

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• What do the November 2026 AI answer results show about NMI mentions, recommendations and placement?

NMI ranks 10 by recommendation count. Mentions: 23 (5.75%); recommendations: 4 (1.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 5 positive, 18 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 17.4%. The net framing score was 0.22 (defined in Methodology).

19 mentions had no recorded recommendation. Of recorded recommendations, 0.00% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, NMI's mention count rose from 14 to 23, while its recommendation count fell from 8 to 4. The recommendation rate was 2.06% and 1.00% respectively.

NMI appears in a modest share of answers and is recommended rarely, producing a low recommendation-to-mention ratio. It recorded no shortlist or first-place placements, and its framing is mostly neutral.

Mentions rose from the prior month while recommendations fell, and the recommendation rate declined. The differing samples do not explain that pattern.

WePay

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• What do the November 2026 AI answer results show about WePay mentions, recommendations and placement?

WePay ranks 11 by recommendation count. Mentions: 8 (2.00%); recommendations: 3 (0.75%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 3 positive, 5 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 37.5%. The net framing score was 0.38 (defined in Methodology).

5 mentions had no recorded recommendation. Of recorded recommendations, 0.00% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, WePay's mention count rose from 1 to 8, while its recommendation count rose from 1 to 3. The recommendation rate was 0.26% and 0.75% respectively.

WePay has small mention coverage and a handful of recommendations, with a recommendation-to-mention ratio in the middle range. It recorded no shortlist or first-place placements, and its framing is mostly neutral.

Both mentions and recommendations rose from the prior month, and the recommendation rate increased. With such small counts, the movement reflects individual answers rather than an established trend.

Dharma Merchant Services

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• What do the November 2026 AI answer results show about Dharma Merchant Services mentions, recommendations and placement?

Dharma Merchant Services ranks 12 by recommendation count. Mentions: 6 (1.50%); recommendations: 1 (0.25%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 1 positive, 5 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 16.7%. The net framing score was 0.17 (defined in Methodology).

5 mentions had no recorded recommendation. Of recorded recommendations, 0.00% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Dharma Merchant Services' mention count fell from 15 to 6, while its recommendation count fell from 14 to 1. The recommendation rate was 3.60% and 0.25% respectively.

Dharma Merchant Services records few mentions and a single recommendation, giving a low recommendation-to-mention ratio. It recorded no shortlist or first-place placements, and its framing is mostly neutral.

Mentions and recommendations both fell sharply from the prior month, and the recommendation rate declined. The small base means the ratio and the monthly change are both sensitive to individual answers.

Merchant One

Questions This Section Answers

• What do the November 2026 AI answer results show about Merchant One mentions, recommendations and placement?

Merchant One ranks 12 by recommendation count. Mentions: 3 (0.75%); recommendations: 1 (0.25%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 1 positive, 2 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 33.3%. The net framing score was 0.33 (defined in Methodology).

2 mentions had no recorded recommendation. Of recorded recommendations, 0.00% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Merchant One's mention count fell from 5 to 3, while its recommendation count fell from 4 to 1. The recommendation rate was 1.03% and 0.25% respectively.

Merchant One has minimal mention coverage and a single recommendation, with a recommendation-to-mention ratio in the middle range that rests on a very small base. It recorded no shortlist or first-place placements, and its framing is mostly neutral.

Mentions and recommendations both fell from the prior month, and the recommendation rate declined. These counts are too small to support broader inference.

Payline Data

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• What do the November 2026 AI answer results show about Payline Data mentions, recommendations and placement?

Payline Data ranks 12 by recommendation count. Mentions: 2 (0.50%); recommendations: 1 (0.25%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 1 positive, 1 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 50.0%. The net framing score was 0.50 (defined in Methodology).

1 mentions had no recorded recommendation. Of recorded recommendations, 0.00% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Payline Data's mention count fell from 4 to 2, while its recommendation count fell from 4 to 1. The recommendation rate was 1.03% and 0.25% respectively.

Payline Data records very few mentions and a single recommendation, producing a high recommendation-to-mention ratio on a very small base. It recorded no shortlist or first-place placements, and its framing is split between positive and neutral.

Mentions and recommendations both fell from the prior month, and the recommendation rate declined. The ratio should be read with caution given the sparse counts.

Payroc

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• What do the November 2026 AI answer results show about Payroc mentions, recommendations and placement?

Payroc ranks 12 by recommendation count. Mentions: 4 (1.00%); recommendations: 1 (0.25%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 1 positive, 3 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 25.0%. The net framing score was 0.25 (defined in Methodology).

3 mentions had no recorded recommendation. Of recorded recommendations, 0.00% were Top 3 and 0.00% were first-place.

From October 2026 to November 2026, Payroc's mention count rose from 0 to 4, while its recommendation count rose from 0 to 1. The recommendation rate was 0.00% and 0.25% respectively.

Payroc records a few mentions and a single recommendation, with a recommendation-to-mention ratio in the lower-middle range. It recorded no shortlist or first-place placements, and its framing is mostly neutral.

Mentions and recommendations both rose from a prior month in which neither was recorded. The small counts mean this movement reflects individual answers rather than an established pattern.

BluePay

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• What do the November 2026 AI answer results show about BluePay mentions, recommendations and placement?

BluePay ranks 16 by recommendation count. Mentions: 2 (0.50%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 1 positive, 1 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.50 (defined in Methodology).

2 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, BluePay's mention count stayed at 2, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

BluePay appears in very few answers and recorded no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. Its framing is split between positive and neutral, which does not by itself produce an endorsement.

Mentions and recommendations were unchanged from the prior month. A zero recommendation count is a measured result, not a missing observation.

CDGcommerce

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• What do the November 2026 AI answer results show about CDGcommerce mentions, recommendations and placement?

CDGcommerce ranks 16 by recommendation count. Mentions: 0 (0.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 0 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was Unavailable. The net framing score was Unavailable (defined in Methodology).

0 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, CDGcommerce's mention count fell from 1 to 0, while its recommendation count fell from 1 to 0. The recommendation rate was 0.26% and 0.00% respectively.

CDGcommerce recorded no mentions and no recommendations in this sample. Its placement counts are observed zeros, not missing values; only ratios that require a nonzero base, such as the recommendation share of mentions and the net framing score, are unavailable because there was no wording to classify.

Both its mention and recommendation counts fell from the prior month, when a single recommendation was recorded. That prior base is too small to support any explanation of the change.

Clearent

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• What do the November 2026 AI answer results show about Clearent mentions, recommendations and placement?

Clearent ranks 16 by recommendation count. Mentions: 1 (0.25%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 1 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

1 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Clearent's mention count fell from 2 to 1, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Clearent recorded a single mention and no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. The one mention carried neutral framing, which does not constitute an endorsement.

Mentions fell from the prior month while recommendations stayed at zero. With such a small base, the comparison offers little beyond the recorded counts.

EMS Electronic Merchant Systems

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• What do the November 2026 AI answer results show about EMS Electronic Merchant Systems mentions, recommendations and placement?

EMS Electronic Merchant Systems ranks 16 by recommendation count. Mentions: 0 (0.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 0 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was Unavailable. The net framing score was Unavailable (defined in Methodology).

0 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, EMS Electronic Merchant Systems' mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

EMS Electronic Merchant Systems recorded no mentions and no recommendations in this sample. Its placement counts are observed zeros, and its framing score is unavailable because no wording was classified.

Mentions and recommendations were unchanged from the prior month at zero. An absence in these answers carries no inference about the company itself.

Flagship Merchant Services

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• What do the November 2026 AI answer results show about Flagship Merchant Services mentions, recommendations and placement?

Flagship Merchant Services ranks 16 by recommendation count. Mentions: 0 (0.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 0 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was Unavailable. The net framing score was Unavailable (defined in Methodology).

0 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Flagship Merchant Services' mention count fell from 3 to 0, while its recommendation count fell from 3 to 0. The recommendation rate was 0.77% and 0.00% respectively.

Flagship Merchant Services recorded no mentions and no recommendations in this sample. Its placement counts are observed zeros, and its framing score is unavailable for lack of wording to classify.

Both its mention and recommendation counts fell from the prior month, when a small number of each was recorded. That small base limits what the comparison can show.

Gravity Payments

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• What do the November 2026 AI answer results show about Gravity Payments mentions, recommendations and placement?

Gravity Payments ranks 16 by recommendation count. Mentions: 1 (0.25%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 1 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

1 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Gravity Payments' mention count stayed at 1, while its recommendation count fell from 1 to 0. The recommendation rate was 0.26% and 0.00% respectively.

Gravity Payments recorded a single mention and no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. The mention carried neutral framing, which does not amount to an endorsement.

Mentions were unchanged from the prior month while recommendations fell to zero. With one mention, the comparison is sensitive to individual answers.

Heartland Payment Systems

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• What do the November 2026 AI answer results show about Heartland Payment Systems mentions, recommendations and placement?

Heartland Payment Systems ranks 16 by recommendation count. Mentions: 0 (0.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 0 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was Unavailable. The net framing score was Unavailable (defined in Methodology).

0 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Heartland Payment Systems' mention count fell from 1 to 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Heartland Payment Systems recorded no mentions and no recommendations in this sample. Its placement counts are observed zeros, and its framing score is unavailable because there was no wording to classify.

Mentions fell from the prior month while recommendations stayed at zero. The prior base was small, so the comparison offers limited context rather than an explanation.

Host Merchant Services

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• What do the November 2026 AI answer results show about Host Merchant Services mentions, recommendations and placement?

Host Merchant Services ranks 16 by recommendation count. Mentions: 4 (1.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 1 positive, 3 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.25 (defined in Methodology).

4 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Host Merchant Services' mention count fell from 6 to 4, while its recommendation count fell from 6 to 0. The recommendation rate was 1.54% and 0.00% respectively.

Host Merchant Services appears in a few answers but recorded no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. Its framing is mostly neutral with one positive mention, which does not by itself produce an endorsement.

Mentions and recommendations both fell from the prior month, and the recommendation rate declined to zero. The small base limits interpretation.

Lightspeed

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• What do the November 2026 AI answer results show about Lightspeed mentions, recommendations and placement?

Lightspeed ranks 16 by recommendation count. Mentions: 8 (2.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 8 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

8 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Lightspeed's mention count fell from 9 to 8, while its recommendation count fell from 5 to 0. The recommendation rate was 1.29% and 0.00% respectively.

Lightspeed appears in a small number of answers but recorded no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. All of its mentions carried neutral framing, which does not constitute an endorsement.

Mentions fell slightly from the prior month while recommendations fell to zero. The small counts mean the movement reflects individual answers rather than an established trend.

Melio Payments

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• What do the November 2026 AI answer results show about Melio Payments mentions, recommendations and placement?

Melio Payments ranks 16 by recommendation count. Mentions: 1 (0.25%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 1 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

1 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Melio Payments' mention count fell from 2 to 1, while its recommendation count fell from 2 to 0. The recommendation rate was 0.51% and 0.00% respectively.

Melio Payments recorded a single mention and no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. The mention carried neutral framing, which does not amount to an endorsement.

Mentions and recommendations both fell from the prior month, and the recommendation rate declined to zero. With one mention, the comparison is sensitive to individual answers.

Olo

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• What do the November 2026 AI answer results show about Olo mentions, recommendations and placement?

Olo ranks 16 by recommendation count. Mentions: 1 (0.25%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 1 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

1 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Olo's mention count rose from 0 to 1, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Olo recorded a single mention and no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. The mention carried neutral framing, which does not constitute an endorsement.

Mentions rose from a prior month in which none were recorded, while recommendations stayed at zero. The single mention offers little basis for broader inference.

Payanywhere

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• What do the November 2026 AI answer results show about Payanywhere mentions, recommendations and placement?

Payanywhere ranks 16 by recommendation count. Mentions: 1 (0.25%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 1 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

1 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Payanywhere's mention count stayed at 1, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Payanywhere recorded a single mention and no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. The mention carried neutral framing, which does not amount to an endorsement.

Mentions and recommendations were unchanged from the prior month. With one mention, the recorded result is a measured zero rather than a missing observation.

PaySimple

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• What do the November 2026 AI answer results show about PaySimple mentions, recommendations and placement?

PaySimple ranks 16 by recommendation count. Mentions: 0 (0.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 0 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was Unavailable. The net framing score was Unavailable (defined in Methodology).

0 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, PaySimple's mention count fell from 5 to 0, while its recommendation count fell from 2 to 0. The recommendation rate was 0.51% and 0.00% respectively.

PaySimple recorded no mentions and no recommendations in this sample. Its placement counts are observed zeros, and its framing score is unavailable because no wording was classified.

Both its mention and recommendation counts fell from the prior month, when a small number of each was recorded. That small base limits what the comparison can show.

Paytrace

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• What do the November 2026 AI answer results show about Paytrace mentions, recommendations and placement?

Paytrace ranks 16 by recommendation count. Mentions: 3 (0.75%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 3 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

3 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Paytrace's mention count rose from 2 to 3, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Paytrace appears in a few answers but recorded no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. All of its mentions carried neutral framing, which does not constitute an endorsement.

Mentions rose from the prior month while recommendations stayed at zero. The small counts mean the comparison reflects individual answers rather than a trend.

Pineapple Payments

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• What do the November 2026 AI answer results show about Pineapple Payments mentions, recommendations and placement?

Pineapple Payments ranks 16 by recommendation count. Mentions: 0 (0.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 0 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was Unavailable. The net framing score was Unavailable (defined in Methodology).

0 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Pineapple Payments' mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Pineapple Payments recorded no mentions and no recommendations in this sample. Its placement counts are observed zeros, and its framing score is unavailable for lack of wording to classify.

Mentions and recommendations were unchanged from the prior month at zero. An absence in these answers carries no inference about the company itself.

Priority

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• What do the November 2026 AI answer results show about Priority mentions, recommendations and placement?

Priority ranks 16 by recommendation count. Mentions: 19 (4.75%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 19 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

19 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Priority's mention count rose from 2 to 19, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Priority appears in a notable share of answers but recorded no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. All of its mentions carried neutral framing, which does not amount to an endorsement.

Mentions rose sharply from the prior month while recommendations stayed at zero. The gap between reach and endorsement is the distinctive feature of this profile.

ProPay

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• What do the November 2026 AI answer results show about ProPay mentions, recommendations and placement?

ProPay ranks 16 by recommendation count. Mentions: 0 (0.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 0 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was Unavailable. The net framing score was Unavailable (defined in Methodology).

0 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, ProPay's mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

ProPay recorded no mentions and no recommendations in this sample. Its placement counts are observed zeros, and its framing score is unavailable because there was no wording to classify.

Mentions and recommendations were unchanged from the prior month at zero. An absence in these answers carries no inference about the company itself.

Revel Systems

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• What do the November 2026 AI answer results show about Revel Systems mentions, recommendations and placement?

Revel Systems ranks 16 by recommendation count. Mentions: 1 (0.25%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 1 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

1 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Revel Systems' mention count rose from 0 to 1, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Revel Systems recorded a single mention and no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. The mention carried neutral framing, which does not constitute an endorsement.

Mentions rose from a prior month in which none were recorded, while recommendations stayed at zero. The single mention offers little basis for broader inference.

Sekure Merchant Solutions

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• What do the November 2026 AI answer results show about Sekure Merchant Solutions mentions, recommendations and placement?

Sekure Merchant Solutions ranks 16 by recommendation count. Mentions: 0 (0.00%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 0 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was Unavailable. The net framing score was Unavailable (defined in Methodology).

0 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Sekure Merchant Solutions' mention count stayed at 0, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Sekure Merchant Solutions recorded no mentions and no recommendations in this sample. Its placement counts are observed zeros, and its framing score is unavailable for lack of wording to classify.

Mentions and recommendations were unchanged from the prior month at zero. An absence in these answers carries no inference about the company itself.

Shift4 Payments

Questions This Section Answers

• What do the November 2026 AI answer results show about Shift4 Payments mentions, recommendations and placement?

Shift4 Payments ranks 16 by recommendation count. Mentions: 7 (1.75%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 2 positive, 5 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.29 (defined in Methodology).

7 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, Shift4 Payments' mention count rose from 2 to 7, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

Shift4 Payments appears in a small number of answers but recorded no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. Its framing is mostly neutral with a couple of positive mentions, which does not by itself produce an endorsement.

Mentions rose from the prior month while recommendations stayed at zero. The small counts mean the comparison reflects individual answers rather than a trend.

SpotOn

Questions This Section Answers

• What do the November 2026 AI answer results show about SpotOn mentions, recommendations and placement?

SpotOn ranks 16 by recommendation count. Mentions: 1 (0.25%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 1 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

1 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, SpotOn's mention count fell from 2 to 1, while its recommendation count fell from 2 to 0. The recommendation rate was 0.51% and 0.00% respectively.

SpotOn recorded a single mention and no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. The mention carried neutral framing, which does not amount to an endorsement.

Mentions and recommendations both fell from the prior month, and the recommendation rate declined to zero. With one mention, the comparison is sensitive to individual answers.

USAePay

Questions This Section Answers

• What do the November 2026 AI answer results show about USAePay mentions, recommendations and placement?

USAePay ranks 16 by recommendation count. Mentions: 3 (0.75%); recommendations: 0 (0.00%). Top 3 placements: 0 (0.00%); first-place placements: 0 (0.00%).

Wording about the company: 0 positive, 3 neutral, 0 negative mentions. The proportion of mentions that also included a recommendation was 0.0%. The net framing score was 0.00 (defined in Methodology).

3 mentions had no recorded recommendation. Of recorded recommendations, Unavailable were Top 3 and Unavailable were first-place.

From October 2026 to November 2026, USAePay's mention count rose from 0 to 3, while its recommendation count stayed at 0. The recommendation rate was 0.00% and 0.00% respectively.

USAePay appears in a few answers but recorded no recommendations, so its recommendation-to-mention ratio is zero and its placement counts are also zero. All of its mentions carried neutral framing, which does not constitute an endorsement.

Mentions rose from a prior month in which none were recorded, while recommendations stayed at zero. The small counts offer little basis for broader inference.

Earlier ranking snapshot context

Questions This Section Answers

• How do the available Credit Card Processing Companies snapshots from July 2026 to November 2026 differ in recommendation coverage and measurement scope?

Only months with verified results are shown. Monthly sample coverage is listed in Methodology.

Each month is a separate sample of AI answers, and the number of included answers differs between months. Counts and rates therefore describe their own month rather than a continuous series, and a changed rank or rate does not demonstrate improvement, loss of standing or the effect of any intervention.

Reading counts alongside rates and coverage helps distinguish a company that appears more often from one that is endorsed more often. The comparisons show how recorded results changed, not why.

What the November Rankings Show

The November results show that reach, endorsement, placement and framing answer different questions. A company can appear widely without being recommended, be recommended without placing near the top, or carry positive wording without a recorded endorsement. Reading these measures together gives a fuller picture than any single column.

Recommendation counts order the table, but they do not establish product quality, customer preference or commercial outcomes. The recorded answers describe what these AI services said in the reviewed sample, and the differing monthly samples limit causal reading of change.

Methodology

Questions This Section Answers

• How were the November 2026 Credit Card Processing Companies AI visibility measures counted, and what do they not establish?

This benchmark has partial coverage: 3 of 3 planned question categories contributed usable observations; 0 contributed none. This describes question-category coverage, not demonstrated platform outages. Findings apply to the available answer set.

The month in the title is the reporting period. The exact dates when the original AI answers were collected have not been verified.

Each company is counted at most once in each answer that meets the benchmark rules. A recommendation requires both an affirmative endorsement and positive wording. Mention, recommendation, Top 3 and first-place rates use the full benchmark answer total. Top 3 and first-place results are included within recommendations, not added to them.

The recommendation-to-mention ratio divides recommendations by mentions. It describes AI answer wording, not customer conversion. Net framing is positive minus negative mentions, divided by all mentions, on a scale from -1 to +1. It does not measure customer satisfaction or company quality.

Market: US; 37 tracked companies. AI services represented: ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity.

Research screening totals (answer observations can include repeated questions):

The source does not provide a reader-facing definition of “reserved”; that screening label is reported without inferring a reason for exclusion. Only the included benchmark answers form the rate denominator.

One answer can mention or recommend several companies. Adding company totals would therefore count some answers more than once. The results describe the AI answers reviewed, not independently verified facts about the companies or their products.

Monthly sample coverage:

July 2026 measured a different set of companies, so it is excluded from this comparison. August 2026 measured a different set of companies, so it is excluded from this comparison.

The answer samples differ between months. These comparisons show how the recorded results changed; they do not establish why they changed.

The benchmark covers a partial set of question categories, and findings apply only to the answers reviewed. The reporting month labels the period, though exact collection dates were not verified. Each company is counted at most once per answer, and placements are nested within recommendations rather than added to them.

Rates use the full benchmark answer total, while the recommendation-to-mention ratio describes answer wording rather than customer conversion. Net framing summarizes positive minus negative wording and is not a satisfaction or quality measure. Monthly samples differ, so comparisons show recorded change without establishing why it occurred.