FINN Partners AI Visibility Market Strategy Report - PR Management Agencies

Answer Capsule

FINN Partners holds 17.5% valid recommendation coverage in the October 2026 LLM Authority Index benchmark for PR Management Agencies, down 17.3 points from 34.8% in July 2026, the largest cumulative decline in the category. The brand still converts well when it appears, with a 7.1% top-three rate and a 1.0 net sentiment score, but its raw mention presence fell 27.0 points across the series, from 45.2% to 18.2%. The clearest win is placement quality within valid recommendations; the clearest weakness is presence loss; the clearest opportunity is recovering the prompts where the brand stopped being named at all.

Who This Report Is For

This report is written for FINN Partners leadership, category marketers, and communications strategists evaluating how the agency is surfaced and recommended across AI and search platforms in the PR Management Agencies category.

Report Card

Executive Summary

FINN Partners enters October 2026 with 17.5% valid recommendation coverage, placing it fourth in the category behind Real Chemistry at 36.1%, Burson at 33.9%, and Highwire at 21.1%. The brand's coverage is down 17.3 points from 34.8% in July 2026, the largest cumulative decline recorded in the four-month series, and its raw mention presence fell from 45.2% to 18.2% over the same span, a 27.0-point drop.

The decline is not continuous. Against September 2026, FINN Partners rose 2.6 points from 14.9%, a move inside normal month-to-month variation. The baseline comparison shows a significant loss, but the prior-month comparison shows stabilization rather than an ongoing slide.

Placement quality within valid recommendations held steady. The brand's top-three rate was 7.1% in October 2026, unchanged from July 2026, and its rank-one rate was 1.8%. When FINN Partners appears in a recommendation shortlist, it places at a comparable rate to its July position. The problem is that it appears far less often.

Sentiment is the strongest signal in the packet. FINN Partners recorded 50 positive mentions, 1 neutral mention, and 0 negative mentions, producing a net sentiment score of 1.0, the highest tier in the category alongside Highwire, Walker Sands, and PAN Communications. AI systems frame the brand positively when they mention it.

Platform-level data shows the brand's recommendation strength is concentrated in AI Overviews, where it holds 21.6% valid recommendation coverage and a 12.6% top-three rate. Its presence on ChatGPT, Copilot, Gemini, and Perplexity is minimal or absent. The brand has no measurable recommendation coverage on Gemini or Copilot in this packet.

The clearest gap is presence recovery. FINN Partners lost 27.0 points of raw mention presence across the series while its placement quality held. The brand did not lose its ability to be recommended well; it lost the prompts where it was being named at all.

What FINN Partners Is Winning

Questions This Section Answers

• Where does FINN Partners have the strongest AI recommendation signal?
• How does FINN Partners' placement quality compare to its overall recommendation coverage?

FINN Partners holds a 1.0 net sentiment score, the highest tier in the category. Across 51 mentions, 50 were positive and 1 was neutral. No negative framing was recorded. This is a meaningful signal: AI systems do not appear to associate the brand with cautionary or comparison-anchor language.

The brand's top-three rate within valid recommendations held at 7.1% from July 2026 to October 2026, even as overall coverage fell. This suggests that when FINN Partners enters a recommendation shortlist, it places at a consistent rate. The brand is not being recommended poorly; it is being recommended less often.

AI Overviews is the strongest platform signal. FINN Partners holds 21.6% valid recommendation coverage on AI Overviews, with 24 valid recommendations and a 12.6% top-three rate. This is the platform where the brand retains the most recommendation-stage visibility.

The brand also holds a 1.8% rank-one rate, placing it fourth in the category on first-position recommendations behind Real Chemistry at 5.4%, Walker Sands at 4.6%, and 5WPR at 2.1%. This is a narrow but real pocket of first-choice preference.

Where FINN Partners Has the Clearest AI Visibility Gaps

Questions This Section Answers

• What explains FINN Partners' 27.0-point presence decline, and did the loss concentrate on specific platforms?
• How does FINN Partners' coverage on AI Overviews compare to its absence on Gemini and Copilot?
• Why does FINN Partners' AI Mode visibility fail to convert into top-three recommendations?

FINN Partners lost 27.0 points of raw mention presence across the series, falling from 45.2% in July 2026 to 18.2% in October 2026. This is the largest presence decline in the category. The brand is not being mentioned in prompts where it previously appeared.

The gap to the category leader has widened. Real Chemistry holds 36.1% valid recommendation coverage, 18.6 points ahead of FINN Partners. In July 2026, FINN Partners led the category at 34.8%, ahead of Real Chemistry at 30.8%. The positions have reversed.

Burson now holds 33.9% coverage, 16.4 points ahead of FINN Partners. The gap between Burson and FINN Partners has moved 31.1 points in Burson's favor across the series, widening every month. 5WPR, which entered the tracked set in August 2026 at 0.0% coverage, now holds 17.1%, 0.4 points behind FINN Partners. The gap between 5WPR and FINN Partners has moved 34.4 points in 5WPR's favor.

Platform coverage is uneven. FINN Partners holds 21.6% valid recommendation coverage on AI Overviews but has no measurable recommendation coverage on Gemini or Copilot. On ChatGPT, the brand holds 10.3% coverage with 3 valid recommendations. On Perplexity, it holds 11.8% coverage with 2 valid recommendations. The brand's recommendation strength is concentrated on a single platform.

The brand's presence on AI Mode is a 32.7% positive visibility rate, but its valid recommendation coverage on that platform is 32.7% with only 5 top-three placements. The brand is visible on AI Mode but converts less often into top-three recommendations than Real Chemistry, which holds a 9.1% top-three rate on the same platform.

Biggest Opportunity

Questions This Section Answers

• Which prompts or platforms account for the largest share of FINN Partners' presence loss?
• What would it take for FINN Partners to convert AI Mode visibility into shortlist placement?

The clearest opportunity for FINN Partners is presence recovery on the prompts where the brand stopped being named. The brand's placement quality held steady at a 7.1% top-three rate, and its sentiment is the highest in the category. The loss is not in how AI systems frame the brand when they mention it; the loss is in how often they mention it at all.

The highest-priority diagnostic is which surfaces or prompt types account for the 27.0-point presence decline, and whether the loss concentrated on specific AI platforms. If the decline is concentrated on ChatGPT or Perplexity, where the brand already has thin coverage, the recovery path is narrower than if the loss is spread across platforms.

The second priority is converting AI Mode visibility into recommendation placement. FINN Partners holds a 32.7% positive visibility rate on AI Mode but only a 9.1% top-three rate. The brand is present on the platform but not converting that presence into shortlist placement at the same rate as Real Chemistry or Burson.

Competitive Landscape

Questions This Section Answers

• Where does FINN Partners rank against Real Chemistry, Burson, and Highwire on top-three and rank-one rates?
• How does FINN Partners' average recommended rank compare to other agencies in the category?

Real Chemistry and Burson hold recommendation-stage strength in the PR Management Agencies category, with Real Chemistry at 36.1% valid recommendation coverage and Burson at 33.9%. FINN Partners sits fourth at 17.5%, behind Highwire at 21.1%.

Average recommended rank covers rank-eligible recommendations only.

FINN Partners holds a 7.14% top-three rate, tied with Highwire and 5WPR, and a 1.79% rank-one rate, fourth in the category. Its average recommended rank of 3.64 places it mid-pack. The brand's sentiment score of 0.9804 is among the highest in the category, behind only Highwire, Walker Sands, WE Communications, PAN Communications, SparkPR, and Allison Worldwide, all at 1.0.

Prompt Evidence

AI Overviews / Brand Recommendation Prompt: "public relations firms" Result: FINN Partners appeared in the recommendation shortlist with positive framing, contributing to its 21.6% valid recommendation coverage on AI Overviews.

ChatGPT / Brand Recommendation Prompt: "b2b tech pr firms" Result: FINN Partners received a valid recommendation but placed outside the top three, consistent with its 0.0% rank-one rate on ChatGPT.

Perplexity / Brand Recommendation Prompt: "tech pr agency" Result: FINN Partners appeared in the recommendation shortlist with a rank-one placement, one of only two rank-one recommendations the brand received on Perplexity.

AI Mode / Brand Recommendation Prompt: "What is the best healthcare marketing agency?" Result: FINN Partners was mentioned with positive framing but did not convert into a top-three recommendation, reflecting the brand's 32.7% visibility rate against its 9.1% top-three rate on AI Mode.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map the specific prompts and platforms where FINN Partners lost presence between July and October 2026, and identify which competitors captured those recommendations.

Phase 2: Recommendation Readiness Plan Prioritize the prompt clusters where the brand retains placement quality but has lost presence, and build a recovery sequence around the platforms where coverage is thinnest.

Phase 3: Owned Answer Layer Buildout Strengthen the brand's owned content on the topics and question types where AI systems previously named FINN Partners, with a focus on the B2B tech and healthcare PR prompts that drove earlier coverage.

Phase 4: Citation / Authority Layer Development Expand the brand's presence in the trade and industry publications that AI systems cite most often in this category, including odwyerpr.com, provokemedia.com, and other sources that carry citation weight across multiple platforms.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track presence recovery and recommendation conversion month over month, with separate reporting for AI Overviews, AI Mode, ChatGPT, and Perplexity, the four platforms where the brand has measurable coverage.

Why This Matters

AI presence alone is not enough. FINN Partners holds the highest sentiment tier in the category and a stable top-three placement rate, but its recommendation coverage fell 17.3 points across the series because it stopped being mentioned in prompts where it previously appeared. The brand did not lose its ability to be recommended well; it lost the prompts where it was being named at all.

The next move is targeted correction of the prompt, page, and citation layers. The brand's placement quality and sentiment are assets. The gap is presence recovery on the platforms and question types where AI systems previously surfaced FINN Partners, and conversion of AI Mode visibility into recommendation placement.

Core Metrics

Sentiment Score

Sentiment Score = (positive mentions × 1 + neutral mentions × 0 + negative mentions × -1) / total mentions

FINN Partners recorded 50 positive mentions, 1 neutral mention, and 0 negative mentions across 51 total mentions, producing a net sentiment score of 0.9804.

This matters because unclassified mention counts are misleading. A positive recommendation, a neutral reference, a cautionary mention, and a competitor-displaced mention are not equal. Counting all mentions as wins is bad measurement. FINN Partners' 51 mentions include 50 positive and 1 neutral, which means the brand's framing quality is strong. The issue is not how AI systems describe FINN Partners; the issue is how often they describe the brand at all.

Share of voice is a diagnostic metric, not a business KPI. Classified sentiment is required before interpreting AI visibility. FINN Partners' high sentiment score indicates that when the brand appears, it appears favorably. The 27.0-point presence decline is the signal that requires attention.

Sentiment by Platform

Methodology

1. This report is a benchmark-based analysis of FINN Partners' AI recommendation visibility in the PR Management Agencies category for October 2026. It is not a client implementation case study.
2. The reporting window is October 2026, with comparisons to July 2026, August 2026, and September 2026 where the LLM Authority Index series provides baseline data.
3. Six AI and search platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode.
4. The October 2026 benchmark collected 633 prompt-surface observations, producing 470 unique questions. Of these, 632 mentioned a tracked brand or competitor, 332 were relevant to the PR Management Agencies vertical, and 280 qualified as benchmark observations.
5. The competitor universe includes 11 tracked brands: FINN Partners, Real Chemistry, Burson, Highwire, Walker Sands, 5WPR, PAN Communications, Ruder Finn, WE Communications, SparkPR, and Allison Worldwide.
6. All 280 qualified observations fell into the Brand Recommendation buyer-intent class. The Pricing & Value and Multi-Brand Comparison classes recorded zero qualified observations in October 2026.
7. Stage 0 extraction retained the query, AI/search surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources.
8. A mention is defined as any appearance of FINN Partners in an AI response, regardless of whether the brand was recommended.
9. A valid recommendation is defined as an appearance of FINN Partners in a recommendation shortlist, as marked by the dataset. Negative, neutral, cautionary, comparison-anchor, and listed-only mentions are not counted as valid recommendations unless the dataset explicitly marks them as such.
10. Brand-level percentages use the 280 qualified observations as the public denominator, not the raw collection of 633 prompts.
11. The benchmark does not measure market share, attributable sales, organic-search ranking, social mention volume, or private or sponsored channels. Causality cannot be established from a metric movement alone.
12. FINN Partners' platform-level sentiment scores are based on small samples for ChatGPT (3 mentions), Perplexity (2 mentions), and Copilot (3 mentions). These should be read alongside the count rather than the rate alone.

See How AI Is Recommending Your Brand

The public benchmark shows where FINN Partners stands in the category. A company-level AI visibility audit maps the specific prompts, platforms, competitors, and sources shaping how AI systems recommend the brand. The audit identifies which high-intent prompts FINN Partners wins outright, which competitors take the recommendation when the brand loses, and which external sources shape those answers.