Independent scorecard
Is your AI search work paying off? Get a second opinion.
You're paying a team or an agency to get you recommended by ChatGPT, Gemini and Google AI. LLM Authority Index measures the result from the outside: the same high-intent buying questions, the same 8 platforms and the same rules every month, so you can see what's moving and what isn't.
Start free to see where you stand today. Upgrade to Pro ($500/mo) for the monthly CSV export you can share.
The people doing the work shouldn't be the only ones grading it.
Most AI search reports are written by whoever is being paid to improve the numbers. They often track prompts that are easy to win, change the prompt set from month to month, or count mentions as wins when AI actually recommends a competitor. None of that is dishonest. It just makes it hard for you to know whether you're getting more buyers.
Agency report
Independent scorecard
Who it's for
Brands with an agency
See whether your AI search or GEO agency is moving the answers that matter, month by month, on a neutral baseline.
In-house teams
Give your team a result to report, not an activity list, and see which of their fixes changed AI's answers.
Leadership and boards
One page each month: are we recommended more or less than last month, and who is winning instead?
What's in the scorecard
Recommendation share, top-3 and #1 placement on high-intent buying questions, by platform and buying moment.
Which competitors gained or lost, and on which questions.
Wrong or conflicting answers about you, with the page they came from, and whether last month's fixes changed them.
Open fixes, with an owner and priority, so you can see what your team or agency still has to do.
Every number with its denominator, so "37%" always says 37% of what.
Why the scorecard is neutral
Same questions, platforms and rules every month; any change is logged in our public methodology. We measure every company the same way, including our own Done-for-you clients. Public rankings and benchmarks cannot be bought.
Same questions every month
Same rules for everyone
Rankings can't be bought
Works with your agency, not against it
Export the monthly data as CSV and send it to your agency, so you both work from the same numbers. Good agencies welcome a neutral baseline: it lets them prove their results. If something isn't moving, the fix list shows exactly what to try next.
Illustrative example
| Metric | Jul | Aug | Sep | Change |
|---|---|---|---|---|
| Recommendation share | 8% | 11% | 15% | +7 pts in two months |
| #1 placement | 2% | 2% | 6% | — |
| Open critical conflicts | 5 | 3 | 1 | — |
| Top competitor recommendation share | 41% | 39% | 36% | — |
Illustrative example.
Questions about the scorecard
Will my agency see this?
Do I need to switch agencies?
What if the numbers don't move?
Which plan do I need?
Find out if your AI search spend is working.
Every month without a neutral baseline is a month of AI search spend you can never check later. Start free to see where AI recommends you today and your first 3 fixes. Upgrade to Pro when you want the monthly scorecard.
Prefer someone else to make the fixes? Get it fixed for me
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- First report in 48 hours
- Public rankings can't be bought