How AI Search Is Recommending Medical Bills: Monthly Trends

Executive Summary

Dollar For continues to lead recommendation coverage in the Medical Bills category in August 2026, holding its position as the most-recommended brand by a wide margin. Its valid recommendation coverage stands at 81.0%, down 2.6 points from July 2026's 83.6%, with only one significant mover reshaping the competitive picture this month.

CareRoute emerged as the strongest upward mover, with valid recommendation coverage rising from 1.8% in July to 12.1% in August. The gain of 10.3 points marks the benchmark's only significant movement this month. CareRoute's rank-one recommendation rate also moved from 0.0% to 3.5%, alongside two rank-one placements in the current period.

Goodbill recorded the sharpest decline, with valid recommendation coverage falling from 60.0% in July to 50.0% in August, a 10.0-point move. Despite the drop, Goodbill remains the second most-recommended brand in the category, though its lead over FAIR Health narrowed considerably.

The category overall was otherwise stable. FAIR Health rose from 20.0% to 34.5%, Granted Health moved from 0.0% to 1.7%, and Dollar For's decline stayed within normal month-to-month variation. The competitive gap between FAIR Health and Goodbill narrowed from 40.0 points to 15.5 points over the two-month series.

Each monthly run begins with 800 prompt-surface observations (746 unique questions in July, 755 in August) across the benchmark's defined AI/search surface universe. Of those, 376 July prompts and 397 August prompts mentioned a tracked brand or competitor; 57 July prompts and 59 August prompts were relevant, while 319 July and 338 August were irrelevant. The public metrics use the 55 July observations and 58 August observations that survive both qualification stages.

Key Findings

Benchmark Context

The report separates the raw collection universe from the qualified analysis set. Brand-level recommendation percentages are calculated within the qualified benchmark set.

These qualification stages produced a modest increase in the public denominator, from 55 observations in July to 58 in August, while also broadening the surface mix that sits behind the brand-level numbers below.

Benchmark-Level Metrics

July 2026 serves as the baseline for this two-month series, with August 2026 as the current reporting period. The expansion in qualified surface breadth from 2 to 4 families reflects the addition of ChatGPT and Copilot observations in August, alongside the Google AI Mode and Google AI Overviews surfaces that made up the July run. That broader surface coverage is useful context when reading the increase in valid recommendation shortlist share alongside it, since a wider surface mix can affect which prompts qualify.

AI Recommendation Trend

The category held its leadership structure while the middle of the field shifted. Dollar For retained the top position with 81.0% valid recommendation coverage, while Goodbill's 50.0% placed it second and FAIR Health's 34.5% pulled it into a closer third. CareRoute's significant rise created a new tier above the smallest brands.

CareRoute was the only brand whose movement exceeded normal month-to-month variation. The remaining shifts came from a combination of smaller movements across the other five brands, none of which individually moved enough to be classified as significant for valid recommendation coverage.

What Changed This Month

CareRoute: Significant Rise in Recommendation Coverage

CareRoute's valid recommendation coverage rose from 1.8% in July to 12.1% in August, a 10.3-point gain — the only movement this month that exceeded normal month-to-month variation. The brand moved from one valid recommendation in July to seven in August.

The rise was broad across supporting signals. Raw mention presence moved from 7.3% to 24.1%, a 16.8-point gain. CareRoute recorded two rank-one recommendations and two top-three placements in August, up from none in July. Its average recommended rank in August was 2.

CareRoute's presence rate continues to run ahead of its recommendation coverage, indicating a portion of its new mentions have not yet converted into a valid recommendation.

Highest-priority diagnostic: Which prompt categories drove the new recommendations, and which surface family (AI Overviews or Copilot) supplied the rank-one placements?

Goodbill: Sharpest Decline in Recommendation Coverage

Goodbill's valid recommendation coverage fell from 60.0% in July to 50.0% in August, down 10.0 points. The brand's valid recommendation count dropped from 33 to 29, with the denominator rising from 55 to 58 qualified observations.

The decline coincided with a presence pullback. Raw mention presence fell from 67.3% to 51.7%, a 15.6-point drop. Goodbill's recommendation coverage (50.0%) now sits close to its presence rate (51.7%), a tighter relationship between mentions and recommendations than the category leader shows.

Goodbill's top-three recommendation rate rose from 1.8% to 15.5%, a 13.7-point move. The brand was recommended less often overall but more prominently when it was named.

Highest-priority diagnostic: Which competitor captured the recommendation when Goodbill lost it, and whether the decline concentrated in specific prompt types or surfaces.

FAIR Health: Coverage Up Despite Lower Presence

FAIR Health's valid recommendation coverage rose from 20.0% to 34.5%, up 14.5 points. The brand's valid recommendation count rose from 11 to 20 within a slightly larger qualified set.

Presence moved in the opposite direction. Raw mention presence fell from 45.5% to 36.2%, down 9.3 points. FAIR Health converted a higher share of its mentions into recommendation credit in August, with 20 valid recommendations from 21 mentions.

The net sentiment score rose from 0.6 to 1.0, alongside a 3.5-point increase in top-three recommendation rate to 3.5%. FAIR Health recorded two top-three placements but zero rank-one recommendations.

Highest-priority diagnostic: Why FAIR Health's recommendation conversion improved even as its overall presence shrank, and which evidence sources supported the new recommendations.

Dollar For: Stable Leader With Deeper Recommendation Strength

Dollar For's valid recommendation coverage moved from 83.6% in July to 81.0% in August, a 2.6-point decline. The brand remained the category leader with 47 valid recommendations from 48 mentions.

The leadership position coexisted with a shift in recommendation prominence. Dollar For's rank-one rate rose from 1.8% to 13.8%, and its top-three rate rose from 1.8% to 19.0%. The brand held 8 rank-one placements in August with an average recommended rank of 1.36.

Raw mention presence fell from 98.2% to 82.8%, a 15.4-point drop. Dollar For remains the default answer across the category, but its near-universal presence dipped while its recommendation quality deepened.

Highest-priority diagnostic: Whether the presence decline reflects a smaller share of prompts mentioning any brand, or specific surface-specific coverage gaps.

Granted Health: First Recommendation Credit

Granted Health moved from 0.0% to 1.7% valid recommendation coverage in August, earning its first valid recommendation in the series. The count is small: 2 mentions, 1 valid recommendation, and 1 top-three placement.

The brand's presence moved from 1.8% to 3.5%, a small base that makes the move fragile. Net sentiment moved from 0.0 to 0.5.

Highest-priority diagnostic: Which prompt produced the single recommendation and whether it signals a repeatable pattern or a one-off mention.

Clearity Health: No Movement

Clearity Health recorded no mentions and no valid recommendations in either month. The brand's valid recommendation coverage held at 0.0% across both periods, with zero observations qualifying in July or August.

Dollar For records 81.0% valid recommendation coverage in August, while Clearity Health stands at 0.0%. The more important issue is not the size of that gap but what it means commercially: every brand in this benchmark that appears in a qualified observation has a foothold that Clearity Health does not yet have. Dollar For's 82.8% raw mention presence and 8 rank-one placements this month underline how far a competitor's recommendation position has advanced while Clearity Health has zero qualified mentions to build from. Until Clearity Health registers even a single qualified mention, it cannot compete for recommendation share, top-three placement, or rank-one status in this category at all.

Highest-priority diagnostic: Whether Clearity Health appears in any raw collection prompts that did not qualify, or whether the brand is entirely absent from the Medical Bills question universe.

Buyer-Intent Interpretation

The qualified observations in August fell into the Brand Recommendation cluster, consistent with July. All 58 qualified observations and all brand-level metrics in the current period sit in this cluster. The Pricing & Value and Multi-Brand Comparison clusters recorded no qualified observations in either month.

That concentration means the public benchmark can speak to which brand AI systems recommend, but not yet to how brands surface in pricing discussions or head-to-head comparisons. Some August responses touched on pricing themes without meeting the brand-level recommendation bar, so the commercial questions around cost and value remain open at the benchmark level.

Brand Opportunity Summary

The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why.

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations (query, surface, recommendation outcome, rank, sentiment, and citations where exposed). Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the CiteWorks Studio AI Industry Market Discovery research program.

• AI Industry Market Discovery
• AI Industry Market Discovery Methodology
• AI Industry Market Discovery Metrics
• AI Industry Market Discovery Standards

Report-Specific Interpretation Notes

• The August run expanded from 2 to 4 qualified surface families with the addition of ChatGPT and Copilot observations. Comparisons between months reflect this broader surface coverage.
• Movement in valid recommendation coverage identifies changes worth investigating; it does not by itself establish the cause of those changes.
• Small counts apply to Granted Health (1 valid recommendation) and Clearity Health (0), and those figures should be read with appropriate caution.
• Qualified observations (55 in July, 58 in August) are the public denominator; the raw collection universe of 800 prompts per month is larger and includes screened-out material.

Next Step

The Public Benchmark Shows Where a Brand Is Winning or Losing. A Company-Level Audit Shows Why.

The aggregate percentages reveal which brands AI systems recommend and how prominently, but they do not answer the questions beneath the numbers: which high-intent prompts a brand wins, which competitor takes the recommendation when a brand loses, what attributes AI systems associate with each option, and which external sources shape those answers.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy. It turns the benchmark's directional signal into an actionable picture of where a brand's authority is building or eroding.

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