forbes.com citations
URLs from this domain
Overall Rank
Domain & Page
Occurrences
Citing Responses
Coverage
Platforms
Overall Rank
Domain & Page
Occurrences
Citing Responses
Coverage
Platforms
forbes.com ranks #86 in the October 2026 HVAC Installation and Repair Citation Index, accounting for 14 citation occurrences across 10 of 717 valid AI responses. The domain appeared across 5 of 15 buyer-need studies and 5 of 7 measured AI platforms. Its strongest citation coverage occurred in HVAC Companies Offering Financing for Homeowners with Bad or No Credit, National HVAC Franchise Brands with Standardized Warranty Backed Installs, HVAC Companies for Annual Maintenance Plans and Service Contracts, and HVAC Companies for Full System Replacement.
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| Overall Rank | Domain & Page | Citation Occurrences | Citation Share | Citing Responses | Response Coverage | Studies | Platforms |
|---|
Counting rules, URL normalization, and source-relationship definitions are in the Citation Index methodology.
How to cite
Source: LLM Authority Index - HVAC Installation and Repair AI Citation Index…
| Source |
|---|
| 157 | Best HVAC Loans And Financing Options Of 2026 forbes.com/advisor/personal-loans/best-hvac-financing | 4 | 0.09% | 4 | 0.6% | 1 |
| Independent publisher Not company-owned |
| 354 | HomeServe USA Home Warranty Review 2026 – Forbes Advisor forbes.com/advisor/homeowners-insurance/homeserve-usa-home-warranty-review | 2 | 0.04% | 2 | 0.3% | 2 |
| Independent publisher Not company-owned |
| 1,553 | Select Home Warranty Review – Forbes Advisor forbes.com/advisor/homeowners-insurance/select-home-warranty-review | 1 | 0.02% | 1 | 0.1% | 1 |
| Independent publisher Not company-owned |
| 1,554 | Select Home Warranty Vs. American Home Shield – Forbes Advisor forbes.com/advisor/homeowners-insurance/select-home-warranty-vs-american-home-shield | 1 | 0.02% | 1 | 0.1% | 1 |
| Independent publisher Not company-owned |
| 1,555 | Upstart Personal Loans Review: What To Know In 2026 - Forbes forbes.com/advisor/loans/personal-loans/upstart-personal-loans-review | 1 | 0.02% | 1 | 0.1% | 1 |
| Independent publisher Not company-owned |
| 1,556 | Upstart Vs. Happen Bank (Formerly LendingClub): Which Is Best? – Forbes Advisor forbes.com/advisor/loans/personal-loans/upstart-vs-lendingclub | 1 | 0.02% | 1 | 0.1% | 1 |
| Independent publisher Not company-owned |
| 1,557 | Best HVAC Loans And Financing Options Of 2026 forbes.com/advisor/personal-loans/best-hvac-loans | 1 | 0.02% | 1 | 0.1% | 1 |
| Independent publisher Not company-owned |
| 1,558 | Upstart Personal Loans Review: What To Know In 2026 – Forbes Advisor forbes.com/advisor/personal-loans/upstart-personal-loans-review | 1 | 0.02% | 1 | 0.1% | 1 |
| Independent publisher Not company-owned |
| 1,559 | Goodman HVAC Review And Prices For 2025 forbes.com/home-improvement/hvac/goodman-hvac-review | 1 | 0.02% | 1 | 0.1% | 1 |
| Independent publisher Not company-owned |
| 1,560 | Best HVAC Contractors In Houston, TX forbes.com/home-improvement/hvac/local-hvac/hvac-houston-tx | 1 | 0.02% | 1 | 0.1% | 1 |
| Independent publisher Not company-owned |
Normalized pages from forbes.com that AI research responses cited in this snapshot.
