Rapid7 InsightIDR AI Visibility Market Strategy Report - Cybersecurity Services

Answer Capsule

Rapid7 InsightIDR holds 17.09% valid recommendation coverage in the October 2026 LLM Authority Index benchmark for cybersecurity services, ranking fifth of ten tracked brands. The brand is visible but under-recommended relative to its presence: it appears in 21.36% of qualified observations but converts only 17.09% into valid recommendations, and it reaches the first recommended position in just 0.25% of observations. Its clearest strength is a two-month upward streak in coverage, rising 7.2 percentage points from the July 2026 baseline. Its clearest gap is rank-one placement, where it holds a single first-position recommendation across 398 qualified observations.

Who This Report Is For

This report is for Rapid7 InsightIDR marketing, product marketing, and demand generation leaders who need to understand how the brand is being recommended in AI-generated answers across ChatGPT, Copilot, Gemini, Perplexity, Google AI Mode, and Google AI Overviews, and where the recommendation gap sits relative to competitors.

Report Card

Executive Summary

Rapid7 InsightIDR ranks fifth in the October 2026 cybersecurity services benchmark by valid recommendation coverage at 17.09%, behind CrowdStrike Falcon (70.35%), Sophos Intercept X (37.94%), Palo Alto Cortex XDR (33.67%), and Arctic Wolf (24.37%). The brand is present in 21.36% of qualified observations but receives a valid recommendation in only 17.09%, a conversion gap of 4.27 percentage points that indicates the brand is being mentioned in contexts where it is not being recommended.

The brand's recommendation profile is heavily weighted toward lower placement tiers. It records 68 valid recommendations and 64 top-ten placements, but only 17 top-three placements and a single rank-one placement across the entire qualified set. Its average recommended rank of 4.70 is the lowest among the top five brands by coverage, meaning that when Rapid7 InsightIDR does receive a recommendation, it typically appears in the middle of the shortlist rather than at the top.

The strongest platform signal for Rapid7 InsightIDR is Google AI Overviews, where it records 33 valid recommendations and a 30.84% valid recommendation coverage rate, the highest of any tracked platform for the brand. Google AI Mode follows at 10.78% coverage. The weakest platform signal is Perplexity, where the brand records 6 valid recommendations and a 22.22% coverage rate on a small sample of 27 observations, and ChatGPT, where it records 7 valid recommendations at 12.73% coverage.

The clearest cluster gap is structural: all 398 qualified observations fall into the Best MDR Provider Evaluation cluster, and the benchmark contains no qualified observations in the Pricing & Value or Multi-Brand Comparison clusters. This means the current public series cannot show how Rapid7 InsightIDR performs in pricing discussions or head-to-head comparison prompts, which are typically higher-intent buyer moments.

Sentiment is uniformly positive across all platforms where the brand appears. It records 69 positive mentions, 16 neutral mentions, and zero negative mentions, producing a net sentiment score of 0.8118. The absence of negative framing is a genuine strength, but it does not compensate for the rank-one gap.

The clearest opportunity is to convert existing presence into higher placement. Rapid7 InsightIDR is already visible in more than one in five qualified observations. The gap is not awareness in AI answers; it is recommendation strength within those answers.

What Rapid7 InsightIDR Is Winning

Questions This Section Answers

• Where has Rapid7 InsightIDR gained recommendation coverage since the July 2026 baseline?
• Which platform provides the strongest recommendation signal for Rapid7 InsightIDR?
• What does the brand's sentiment profile look like across all qualified observations?

Rapid7 InsightIDR has three evidence-backed wins in the October 2026 benchmark.

First, the brand recorded a significant coverage gain against the July 2026 baseline. Valid recommendation coverage rose from 9.9% in July 2026 to 17.09% in October 2026, a gain of 7.2 percentage points that exceeds the brand's normal month-to-month variation. The versus-prior move from September 2026's 10.8% was 6.3 percentage points, also significant, giving the brand a two-month upward streak.

Second, the brand has zero negative mentions across all 398 qualified observations. Its net sentiment score of 0.8118 reflects 69 positive mentions and 16 neutral mentions with no negative framing detected. This is a clean public evidence position.

Third, Google AI Overviews is a genuine strength platform. The brand records 33 valid recommendations on that platform, a 30.84% coverage rate, and 6,172.17 in AI Visibility Authority Value, which is the largest single-platform contribution to its total. Google AI Overviews is the platform where Rapid7 InsightIDR is most consistently recommended.

These wins are real but narrow. The brand does not lead any cluster, does not lead any platform, and does not hold a top-three position in the overall standings.

Where Rapid7 InsightIDR Has the Clearest AI Visibility Gaps

Questions This Section Answers

• How far behind competitors is Rapid7 InsightIDR on rank-one and top-three placement?
• Why does Rapid7 InsightIDR receive valid recommendations in only 68 of the 85 observations where it appears?
• Which platforms carry the weakest recommendation coverage for Rapid7 InsightIDR?

The clearest gap is rank-one placement. Rapid7 InsightIDR records a single rank-one recommendation across 398 qualified observations, a rank-one rate of 0.25%. By comparison, CrowdStrike Falcon records 163 rank-one placements at a 40.95% rate, Arctic Wolf records 28 at 7.04%, and Palo Alto Cortex XDR records 21 at 5.28%. Even Secureworks Taegis, which ranks seventh by coverage, records 4 rank-one placements at a 1.01% rate, four times the Rapid7 InsightIDR rate.

The second gap is top-three placement. Rapid7 InsightIDR records 17 top-three placements at a 4.27% rate. Sophos Intercept X, which holds 37.94% coverage, records 60 top-three placements at a 15.08% rate. Palo Alto Cortex XDR records 66 at a 16.58% rate. Arctic Wolf records 73 at an 18.34% rate. The brand is being shortlisted but not elevated.

The third gap is presence-to-recommendation conversion. Rapid7 InsightIDR appears in 85 qualified observations but receives a valid recommendation in only 68. That means 17 observations mention the brand without recommending it. The brand is being referenced as context, comparison anchor, or background rather than as a recommendation.

The fourth gap is platform concentration. Google AI Overviews accounts for 33 of the brand's 68 valid recommendations, nearly half. ChatGPT contributes 7, Copilot 6, Gemini 5, Perplexity 6, and Google AI Mode 11. The brand has no meaningful recommendation presence on ChatGPT relative to its overall position, and ChatGPT is the platform with the largest total opportunity pool at 68,812.50 in the benchmark.

The fifth gap is cluster coverage. The benchmark contains no qualified observations in Pricing & Value or Multi-Brand Comparison clusters. Rapid7 InsightIDR cannot be evaluated on pricing positioning or head-to-head comparison outcomes in the current public series, and neither can any competitor. This is a benchmark limitation, not a brand-specific weakness, but it means the brand's commercial positioning in AI answers is unmeasured.

Biggest Opportunity

Questions This Section Answers

• Which platform offers the highest-leverage opportunity to improve Rapid7 InsightIDR's recommendation placement?
• What placement gap should Rapid7 InsightIDR prioritize fixing within the Best MDR Provider Evaluation cluster?

The single biggest opportunity for Rapid7 InsightIDR is to convert its existing presence into top-three and rank-one placement within the Best MDR Provider Evaluation cluster. The brand is already visible in 21.36% of qualified observations and receives valid recommendations in 17.09%. The gap is not discovery; it is elevation within the shortlist.

The highest-leverage platform for this effort is ChatGPT. ChatGPT carries the largest total monthly AI opportunity pool in the benchmark at 68,812.50, and Rapid7 InsightIDR records only 7 valid recommendations there at a 12.73% coverage rate. Its average recommended rank on ChatGPT is 4.43, meaning it appears mid-list when it appears at all. Improving placement on ChatGPT would address both the rank-one gap and the platform concentration gap simultaneously.

The second-highest-leverage platform is Google AI Mode, where the brand records 11 valid recommendations at a 10.78% coverage rate and an average recommended rank of 3.90. Google AI Mode carries a 30,855.00 opportunity pool, second only to ChatGPT and Google AI Overviews.

Competitive Landscape

Questions This Section Answers

• How does Rapid7 InsightIDR's top-three and rank-one rate compare with CrowdStrike Falcon, Sophos Intercept X, and Palo Alto Cortex XDR?
• What does the average recommended rank table show about Rapid7 InsightIDR's position relative to the tracked set?

CrowdStrike Falcon holds dominant recommendation power in the October 2026 cybersecurity services benchmark, with Sophos Intercept X and Palo Alto Cortex XDR forming a contested second tier. Rapid7 InsightIDR sits in the middle of the tracked set, visible but under-recommended relative to its presence rate.

Average recommended rank covers rank-eligible recommendations only.

Rapid7 InsightIDR ranks fifth by top-three rate and fifth by rank-one rate, with an average recommended rank of 4.70 that places it in the lower half of the tracked set. The brand's top-three rate of 4.27% is closer to Secureworks Taegis at 3.02% and Optiv at 2.76% than to Sophos Intercept X at 15.08%, despite Rapid7 InsightIDR holding more than four times Secureworks Taegis's coverage rate. The table shows a brand with meaningful presence but weak placement conversion.

Prompt Evidence

Questions This Section Answers

• Which prompts produced valid recommendations for Rapid7 InsightIDR across the tracked platforms?
• Where did Rapid7 InsightIDR appear in a prompt but miss a top-three placement?

Google AI Overviews / Best MDR Provider Evaluation Prompt: "Which is the best SIEM tool?" Result: Rapid7 InsightIDR received a valid recommendation with a top-ten placement, contributing to its strongest platform signal.

ChatGPT / Best MDR Provider Evaluation Prompt: "managed detection and response providers" Result: Rapid7 InsightIDR was present but received a mid-list recommendation at an average rank of 4.43, below the top-three threshold.

Perplexity / Best MDR Provider Evaluation Prompt: "advanced threat detection" Result: Rapid7 InsightIDR received a valid recommendation at an average rank of 3.20, one of its stronger placement outcomes on a smaller platform sample.

Google AI Mode / Best MDR Provider Evaluation Prompt: "Who is the largest MSSP?" Result: Rapid7 InsightIDR was present in the qualified observation but did not receive a top-three placement, consistent with its 4.27% top-three rate.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map every prompt where Rapid7 InsightIDR appears without a recommendation and identify which competitor takes the recommendation slot instead.

Phase 2: Recommendation Readiness Plan Prioritize the ChatGPT and Google AI Mode placement gaps, where the brand's coverage rate is lowest relative to its overall position.

Phase 3: Owned Answer Layer Buildout Strengthen the owned pages and structured content that AI systems retrieve when forming MDR provider recommendations, with emphasis on the Best MDR Provider Evaluation cluster.

Phase 4: Citation / Authority Layer Development Build the public evidence layer that supports recommendation placement, including analyst references, comparison pages, and third-party validation that AI systems can retrieve.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track coverage, top-three rate, rank-one rate, and sentiment month over month to measure whether placement is improving, not just presence.

Why This Matters

Questions This Section Answers

• What is the commercial consequence of Rapid7 InsightIDR being mentioned but not recommended first in AI answers?
• What needs to change for Rapid7 InsightIDR to convert AI presence into higher placement?

AI presence alone is not enough. Rapid7 InsightIDR is already visible in more than one in five qualified observations, but it converts that presence into a top-three recommendation only 4.27% of the time and a first-position recommendation only 0.25% of the time. Buyers who ask an AI assistant which MDR provider to choose are seeing Rapid7 InsightIDR mentioned, but they are not seeing it recommended first.

The next move is targeted correction of the prompt, page, and citation layers that shape recommendation placement. The brand does not need broader awareness in AI answers. It needs stronger recommendation conversion within the prompts where it already appears.

Core Metrics

Sentiment Score

Questions This Section Answers

• How is the Rapid7 InsightIDR sentiment score calculated, and what does 0.8118 indicate?
• Why is classified sentiment a better measurement than raw mention counts for AI visibility?

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

For Rapid7 InsightIDR: (69 × 1 + 16 × 0 + 0 × -1) / 85 = 0.8118

This score matters because unclassified mention counts are misleading. A brand that appears in 85 observations with 69 positive mentions and 16 neutral mentions is in a different position than a brand with 85 mentions split evenly across positive, neutral, and negative framing. Rapid7 InsightIDR's score of 0.8118 reflects a clean public evidence position with no negative framing detected.

Share of voice is a diagnostic metric, not a business KPI. 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. Classified sentiment is required before interpreting AI visibility, and Rapid7 InsightIDR's classified sentiment shows a brand that is framed positively but placed mid-list.

Sentiment by Platform

Questions This Section Answers

• Which platforms show the strongest and weakest sentiment for Rapid7 InsightIDR?
• On which platforms should Rapid7 InsightIDR's sentiment figures be treated as directional only?

Methodology

1. This report is a benchmark-based analysis of Rapid7 InsightIDR's AI recommendation visibility in the cybersecurity services category. It is not a client implementation case study and does not imply that CiteWorks Studio caused any benchmark outcome.
2. The reporting month is October 2026. The benchmark series runs from July 2026 through October 2026, with intermediate readings in August 2026 and September 2026.
3. Six canonical AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Mode, and Google AI Overviews. All six carried at least one qualified observation in October 2026.
4. The October 2026 benchmark began with 762 source prompt-surface observations and 542 unique questions. After qualification, 398 observations formed the public denominator for brand-level metrics.
5. Ten brands were tracked: Arctic Wolf, CrowdStrike Falcon, Deepwatch, Google Chronicle, Optiv, Palo Alto Cortex XDR, Rapid7 InsightIDR, Secureworks Taegis, Sophos Intercept X, and Trustwave.
6. One public high-intent cluster produced qualified observations: Best MDR Provider Evaluation. The Pricing & Value and Multi-Brand Comparison clusters contained no qualified observations in the October 2026 public series.
7. Stage 0 extraction retained the query, AI surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources for each observation.
8. A mention is counted when Rapid7 InsightIDR appears in a qualified observation, regardless of whether it is recommended. A valid recommendation is counted only when the dataset explicitly marks the brand as recommended with rank eligibility.
9. Top-three rate and rank-one rate are calculated against the 398 qualified observations, not against the brand's mention count. Average recommended rank covers rank-eligible recommendations only.
10. The benchmark does not measure market share, attributable sales, every possible AI response, organic-search ranking, social mention volume, private or sponsored channels, or causality from a metric movement alone.
11. Several brands in the qualified set carry small absolute recommendation counts. Rapid7 InsightIDR's 68 valid recommendations provide a reasonable base, but platform-level figures on Perplexity (6 valid recommendations) and Gemini (5 valid recommendations) should be treated as directional signals.
12. The benchmark's own category summary records October 2026 as a month of movement, with seven brands registering baseline-significant gains against July 2026 and no brand registering a significant decline.

See How AI Is Recommending Your Brand

The public benchmark shows where Rapid7 InsightIDR stands in AI-generated recommendations across the cybersecurity services category. A company-level AI visibility audit maps the specific prompts, platforms, competitors, and citation sources that shape those recommendations into a prioritized strategy.