How AI Search Is Recommending IVF Clinics: Monthly Trends

Executive Summary

CCRM Fertility remains the category leader in AI-driven recommendations for IVF Clinics, holding the top position across both tracked months. In August 2026, its valid recommendation coverage fell from 37.5% in July to 29.2%, a decline of 8.3 points — the only movement in the category this month large enough to exceed normal month-to-month variation, and the brand's first downward move in the series. The gap between CCRM Fertility and second-place Shady Grove Fertility narrowed to 7.9 points, down from 11.2 points in July, though CCRM Fertility still leads by a wide margin.

Boston IVF posted the largest coverage gain in the category, rising 0.7 points to 3.2% from 2.5% in July. Pacific Fertility Center also gained, up 0.5 points to 6.3% from 5.8%. The rest of the field held within normal month-to-month variation: nine of the ten tracked brands were classified as stable, with CCRM Fertility as the lone brand whose move exceeded that threshold.

Across the two-month series tracked so far, the category leader's coverage has moved from 37.5% to 29.2%. That shift, combined with a narrowing lead and a larger qualified observation base, opens a diagnostic question about which competitors, prompts, and surfaces are absorbing the difference.

This report is based on 483 prompt-surface observations (391 unique questions) collected in August 2026, up from 356 prompt-surface observations (299 unique questions) in July 2026. All 483 mentioned a tracked brand or competitor in August (356 in July); 418 were relevant and 65 were irrelevant in August (301 relevant and 55 irrelevant in July). Public benchmark metrics are calculated from the 315 qualified observations that survived both qualification stages in August (243 in July).

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.

The qualified observation base grew from 243 in July to 315 in August, a larger denominator that coincided with a broader pattern of stable-to-declining coverage rates across most brands.

Benchmark-Level Metrics

The recommendation-shaped answer share and the valid recommendation shortlist share both eased between July and August. The benchmark cannot establish whether this reflects a change in how AI systems format answers or a change in the composition of the prompt set collected each month.

AI Recommendation Trend

A Clear Leader Loses Ground While the Field Holds Steady

The category's only movement that exceeded normal month-to-month variation in August 2026 was CCRM Fertility's valid recommendation coverage, which dropped 8.3 points from 37.5% in July to 29.2%. The brand still leads the category, but with a narrower lead over Shady Grove Fertility.

Every other brand's move — up or down — fell within normal month-to-month variation, meaning CCRM Fertility's decline is the single result in this table worth treating as a distinct finding rather than routine noise.

What Changed This Month

CCRM Fertility: The Category's Only Standout Move

CCRM Fertility's valid recommendation coverage fell 8.3 points, from 37.5% in July 2026 to 29.2% in August 2026 — the only movement in the category that exceeded normal month-to-month variation, and the brand's first downward move in the two-month series it has led. Raw presence also fell, from 67.9% of qualified observations in July to 51.7% in August, a 16.2-point decline.

The brand's top-three recommendation rate eased from 26.8% in July to 20.9% in August, and its rank-one rate moved from 16.9% to 14.3%.

The distinction to notice: CCRM Fertility's raw presence fell sharply, while its rank-one share held up comparatively better, which suggests the brand remains strongly recommended when it appears but is appearing in fewer answers overall. The benchmark cannot establish why fewer prompts surfaced CCRM Fertility in August.

Highest-priority diagnostic: Which prompt types or AI surfaces reduced their mention of CCRM Fertility in August, and which competitor appears in the recommendations CCRM Fertility no longer receives?

Boston IVF and Pacific Fertility Center: The Only Gainers

Two brands posted coverage gains in August 2026, while the remaining eight tracked brands declined or held flat. Boston IVF's valid recommendation coverage rose 0.7 points — the largest gain in the category — from 2.5% in July to 3.2% in August. Its raw presence also rose, from 6.6% to 8.6% of qualified observations, and its valid recommendation count increased from 6 to 10.

Pacific Fertility Center's coverage rose 0.5 points, from 5.8% to 6.3%. Its raw presence rate fell 2.7 points to 21.6% from 24.3%, even as its recommendation coverage rose slightly — a pairing that suggests a smaller presence combined with stronger placement quality among the prompts where it did appear. Top-three recommendations rose 1.1 points to 4.4% from 3.3%, and rank-one recommendations climbed 1.0 point to 2.2% from 1.2%. Its valid recommendation count rose from 14 in July to 20 in August.

Neither gain exceeded normal month-to-month variation, but both stand out in a month when most of the category declined.

Highest-priority diagnostic: Which specific prompts or surfaces produced Boston IVF's and Pacific Fertility Center's higher placements in August, and can that pattern be attributed to particular evidence sources or question types?

Field-Wide Easing

Beyond CCRM Fertility's decline, the broader pattern in August was one of gradual easing across the middle of the field. Shady Grove Fertility fell 5.0 points to 21.3% from 26.3%, RMA Network dropped 2.5 points to 15.6% from 18.1%, and Columbia University Fertility Center slipped 2.9 points to 14.0% from 16.9%, none of which exceeded normal month-to-month variation. Spring Fertility's raw mention presence fell 5.5 points, to 7.3% from 12.8%, while its recommendation coverage eased 3.5 points to 5.1% from 8.6%.

The distinction to notice: several brands show a pattern of declining presence alongside stable or slightly weaker recommendation rates, which is consistent with a change in which prompts or surfaces produced qualified observations in August. The qualified observation base grew from 243 to 315, and the valid recommendation shortlist share fell from 45.3% to 40.0%. The benchmark cannot establish whether this reflects a change in AI systems' behavior or a change in the composition of the prompt set.

Buyer-Intent Interpretation

In August 2026, all 315 qualified observations fell into the Brand Recommendation cluster, covering all ten tracked companies. The Pricing & Value and Multi-Brand Comparison clusters registered zero observations, meaning the public benchmark for IVF Clinics currently cannot answer questions about price positioning, value assessment, or direct head-to-head clinic comparisons. The evidence shows which clinics AI systems recommend, but not how they fare on cost or comparative grounds.

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.

Report-Specific Interpretation Notes

• Small-count brands (US Fertility at 0.3% coverage, Extend Fertility at 1.6%) carry wider relative uncertainty; their movements should be read as directional, not definitive.
• The qualified denominator (315 observations in August) differs from the raw collection (483 prompts); brand percentages are calculated only within the qualified set.
• Month-over-month movement identifies changes worth investigating; it does not by itself establish the cause of those changes.

About This Benchmark

This report is part of the LLM Authority Index AI Market Discovery research program.

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

Next Step

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

The aggregate percentage tells a brand where it stands but not why it moved. Beneath CCRM Fertility's 8.3-point decline are specific questions: which high-intent prompts did it stop winning, which competitor takes the recommendation when a brand loses, what attributes do AI systems associate with each clinic, 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. The public benchmark frames the opportunity; a company-level analysis explains the mechanics.

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