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
SHOWING 2845-2862 OF 3503

July 2026 benchmark of TRON DAO in the Layer 1 blockchain market shows 4.12% AI mention presence, but no valid recommendations across six tracked platforms.

Goodbill had no mentions across 45 observations on six AI platforms in July 2026, leaving it absent from medical bill negotiation discovery and pricing queries.

Granted Health had no visibility across six AI platforms in medical bill negotiation services, leaving a modeled $4.34M monthly discovery opportunity.

Clearity Health had no visibility across 45 AI search observations in medical bill negotiation services, revealing a wide-open category and major gaps in.

July 2026 benchmark shows CareRoute Bill Defense had no visibility across six AI platforms in medical bill negotiation, leaving a $4.34M monthly opportunity.

July 2026 benchmark of Dollar For in medical bill negotiation services: one neutral ChatGPT mention, no recommendations, and 0.41% of a $4.3M monthly category.

Fair Health Consumer had no presence across six AI platforms in July 2026 for medical bill negotiation queries, leaving a wide-open category and major.

June 2026 benchmark of M/I Homes in the home builders market shows 9.4% mention presence but only 2.2% valid recommendation coverage across major AI platforms.

Toll Brothers ranks third in AI Authority Value among home builders, with strong recommendation coverage and sentiment but weaker rank-one placement in pricing.

Bulwark appears in 2.6% of AI responses for pest control services but converts just 0.2% into recommendations, with major gaps in comparisons and Google AI.

ReadyRefresh appears in 8.1% of AI observations for water delivery services but earns recommendations in just 0.5%, with no recommendation wins on ChatGPT or.

Hinckley Springs appears in 4.4% of AI observations for water delivery services but earns zero recommendations, showing weak public evidence and negative.

York appears in AI-driven HVAC discovery but rarely makes recommendation shortlists, with low coverage, weak rankings, and negative framing on Gemini and.

ARS / Rescue Rooter shows severe weakness in HVAC services AI discovery, with 1.6% mention share, negative sentiment, and no valid recommendations across six.

REC Group leads solar panels in AI recommendation quality, with the best average rank and sentiment, but trails on ChatGPT versus Qcells and JinkoSolar.

Analysis of LONGi Solar's visibility in AI-driven solar panel recommendations, highlighting weak recommendation conversion, platform gaps, and decision-stage.

AFC Home Club appears in 4.1% of AI home warranty responses but earns valid recommendations in just 1.6%, trailing key competitors across discovery.

Analysis of First American Home Warranty's position in home warranties, highlighting recommendation gaps, pricing-stage weakness, and stronger Perplexity.
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