AI Company Market Strategy Reports powered by LLM Authority Index. Each report shows how AI systems surface, compare, and recommend your specific brand — with remediation priorities for AEO, citation architecture, and SEO visibility.
Independent market intelligence - Not case studies
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See where Rocket Mortgage appears, earns recommendations, and loses visibility across AI search results for Mortgage Rates.

See where Nationwide appears, earns recommendations, and loses visibility across AI search results for No Exam Life Insurance.

Aflac appears in 25 of 1,550 AI observations but earns only five valid recommendations and no rank-1 placements in no-exam life insurance prompts.

LightStream leads AI recommendations for personal loans, with strong rank-1 placement across Google surfaces and solid performance in comparisons, pricing, and.

See where LendingTree appears, earns recommendations, and loses visibility across AI search results for Personal Loans & Online Lenders.

See where U.S. Bank appears, earns recommendations, and loses visibility across AI search results for Personal Loans & Online Lenders.

Upstart is widely recognized by AI systems for personal loans, especially for fair or thin credit profiles, but it rarely reaches the top recommendation spot.

Prosper is visible in peer-to-peer lending prompts but rarely reaches borrower shortlists. The analysis shows weak recommendation coverage, limited rank-1.

Credible appears in 279 AI observations and is often framed as a loan comparison marketplace rather than a final lender choice.

Policygenius shows strong visibility in insurance comparison prompts, where AI systems often surface it as a guided shortlist option.

Upgrade shows almost no recommendation presence in the May 2026 savings-account packet, with zero top-3 or rank-one results and no captured value.

LendingClub Bank appears often in savings-account AI answers, but it trails SoFi, Ally, Varo, and Axos in recommendation strength.

Discover shows strong AI recommendation presence in savings and online banking prompts, with 195 mentions and 128 valid recommendations.

Chime shows meaningful AI visibility in savings-account prompts, especially around no-fee banking and overdraft avoidance, but it trails SoFi and Ally in broad.

See where BestEgg appears, earns recommendations, and loses visibility across AI search results for Savings Account.

Bank of America shows strong discovery-stage visibility in small business lending, but comparison and pricing prompts are less decisive.

Navy Federal Credit Union stands out in student loan refinance for rate-led and trust-based recommendations, with strong discovery visibility and pricing-stage.

Credible appears in student-loan AI answers mainly as a marketplace or rate reference, but it earns no recommendation credit in the structured packet.
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