Rapid7 InsightIDR AI Visibility Market Strategy Report - Managed Detection and Response

Answer Capsule

Rapid7 InsightIDR holds 11.41% valid recommendation coverage in the October 2026 Managed Detection and Response benchmark, ranking fifth of ten tracked brands. The brand is visible but under-recommended: it appears in 15.66% of qualified observations yet earns a valid recommendation in only 11.41%, and it never once captured the first recommendation slot across 447 qualified observations. Its clearest strength is a stable mid-field position with zero negative framing; its clearest gap is the complete absence of rank-one outcomes and a top-three rate of just 3.58%.

Who This Report Is For

This report is written for Rapid7 InsightIDR product marketing, demand generation, and competitive intelligence leaders who need to understand how AI systems position the brand during buyer discovery and evaluation in the managed detection and response category.

Report Card

Executive Summary

Rapid7 InsightIDR sits in the middle of the Managed Detection and Response recommendation field, present often enough to be a familiar name but rarely converted into a shortlist position. The brand recorded 70 mentions across 447 qualified observations, a raw mention presence rate of 15.66%, and earned 51 valid recommendations, a valid recommendation coverage rate of 11.41%. That places it fifth of ten tracked brands, behind CrowdStrike Falcon, SentinelOne, Sophos Intercept X, and Arctic Wolf.

The framing around Rapid7 InsightIDR is clean. Of 70 sentiment-bearing mentions, 53 were positive, 17 were neutral, and none were negative, producing a net sentiment score of 0.7571. That is the fourth-highest sentiment score in the tracked set, ahead of Red Canary and Deepwatch, and it indicates the brand is described favorably when it appears. The problem is not how Rapid7 InsightIDR is described. The problem is how rarely it is chosen.

The strongest cluster is C01, Best MDR Services, Discovery and Evaluation, which is also the only cluster with sufficient data in the October benchmark. Within that cluster, Rapid7 InsightIDR earned a 3.58% top-three rate and a 0.00% rank-one rate. The brand was recommended in 51 observations but placed in the top three in only 16, and never placed first. That gap between recommendation and placement is the central finding of this report.

Platform behavior varies sharply. Google AI Overviews is the strongest surface for Rapid7 InsightIDR, with a 16.67% valid recommendation coverage rate and 4,036.01 in AI Visibility Authority Value contribution. ChatGPT follows at 11.11% coverage. Copilot is the weakest meaningful surface at 5.41% coverage, and Perplexity produced only 3 valid recommendations across 24 observations.

The clearest opportunity is conversion from reference to recommendation. Rapid7 InsightIDR is mentioned in roughly one of every six qualified observations but recommended in roughly one of every nine. Closing that gap, particularly on Copilot and Perplexity, is the most direct path to shortlist eligibility. The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why.

What Rapid7 InsightIDR Is Winning

Questions This Section Answers

• Which platform gives Rapid7 InsightIDR its strongest recommendation signal?
• How does Rapid7 InsightIDR's sentiment compare with its coverage stability?

Rapid7 InsightIDR holds a stable mid-field position with no negative framing and consistent presence across five of six tracked platforms. That combination is a real asset in a category where several competitors are either absent from major surfaces or declining.

The brand's strongest platform signal is Google AI Overviews, where it earned a 16.67% valid recommendation coverage rate, a 4.90% top-three rate, and 4,036.01 in AI Visibility Authority Value. That is the highest single-platform contribution for Rapid7 InsightIDR and indicates the brand is well-represented in AI-generated overview answers.

Sentiment is a genuine strength. A net sentiment score of 0.7571 with zero negative mentions across 70 sentiment-bearing observations means AI systems describe Rapid7 InsightIDR favorably when they mention it. The brand is not being framed as a cautionary example or a comparison anchor. It is being described as a legitimate option.

The brand also shows resilience in coverage stability. Its valid recommendation coverage moved from 11.0% in July 2026 to 11.4% in October 2026, a change of 0.4 points that sits well inside normal variation. In a category where the leader swung 16.4 points in a single month, Rapid7 InsightIDR's consistency is a modest but real signal of stable positioning.

Where Rapid7 InsightIDR Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why does Rapid7 InsightIDR earn recommendations but never a rank-one placement?
• On which platforms is the gap between mention and recommendation widest?

The most significant gap is the complete absence of rank-one recommendations. Across 447 qualified observations, Rapid7 InsightIDR earned 51 valid recommendations but zero first-position placements. CrowdStrike Falcon captured 225 rank-one outcomes, SentinelOne captured 11, and even Secureworks Taegis, with less than half of Rapid7 InsightIDR's coverage, captured 3. The brand is being recommended, but never as the first choice.

The top-three rate tells a similar story. At 3.58%, Rapid7 InsightIDR appears in the top three in only 16 of 447 qualified observations. Arctic Wolf, with nearly double the coverage at 19.91%, achieves an 8.50% rank-one rate. Sophos Intercept X, with 39.37% coverage, achieves a 17.90% top-three rate. Rapid7 InsightIDR's top-three rate is closer to Expel (2.68%) and eSentire (4.25%) than to the brands it competes with for shortlist positions.

Copilot is the weakest platform. Rapid7 InsightIDR earned a 5.41% valid recommendation coverage rate on Copilot, with 4 valid recommendations across 74 observations and zero top-three placements. That is the lowest coverage rate among the five platforms where the brand has any presence. Perplexity is similarly thin, with 3 valid recommendations across 24 observations and a 12.50% coverage rate.

The gap between presence and recommendation is the structural issue. Rapid7 InsightIDR appears in 15.66% of qualified observations but earns a valid recommendation in only 11.41%. That 4.25-point gap means the brand is being mentioned in contexts where it is not being recommended. Competitors like CrowdStrike Falcon and SentinelOne show the opposite pattern, where presence and recommendation are tightly aligned.

Biggest Opportunity

Questions This Section Answers

• How can Rapid7 InsightIDR convert existing mentions on Copilot and Perplexity into top-three placements?
• What needs to change for Rapid7 InsightIDR to improve its recommendation conversion rate?

The single biggest opportunity for Rapid7 InsightIDR is converting its existing presence into top-three placements on Copilot and Perplexity. These two platforms represent the clearest path from reference to recommendation because the brand already appears there but is not being shortlisted.

On Copilot, Rapid7 InsightIDR earned 4 valid recommendations across 74 observations but zero top-three placements. On Perplexity, it earned 3 valid recommendations across 24 observations, also with zero top-three placements. These are high-intent surfaces where buyers ask direct recommendation questions, and Rapid7 InsightIDR is present but not selected.

The opportunity is specific: identify the prompt patterns on Copilot and Perplexity where Rapid7 InsightIDR is mentioned but not recommended, and build the owned answer layer and citation architecture to convert those mentions into shortlist positions. The brand does not need to increase its presence on these platforms. It needs to improve its recommendation conversion rate.

Competitive Landscape

Questions This Section Answers

• How does Rapid7 InsightIDR's top-three and rank-one rate compare with CrowdStrike Falcon and SentinelOne?
• Which competitors outperform Rapid7 InsightIDR despite lower coverage?

CrowdStrike Falcon and SentinelOne hold recommendation-stage strength in the Managed Detection and Response category, with CrowdStrike Falcon leading at 67.79% top-three rate and 50.34% rank-one rate. Rapid7 InsightIDR sits in the middle of the field, ahead of Expel, eSentire, Red Canary, Secureworks Taegis, and Deepwatch, but well behind the top four brands.

Average recommended rank covers rank-eligible recommendations only.

Rapid7 InsightIDR's 3.58% top-three rate places it fifth of ten, but the gap to fourth-place Arctic Wolf (16.33%) is nearly 13 points. The brand's 0.00% rank-one rate is shared only with Deepwatch, which has 0.89% coverage. Rapid7 InsightIDR is the only brand in the top five by coverage with zero first-position recommendations.

Prompt Evidence

Google AI Overviews / Best MDR Services, Discovery and Evaluation Prompt: "managed detection and response providers" Result: Rapid7 InsightIDR was mentioned and earned a valid recommendation, contributing to its strongest platform coverage rate of 16.67%.

Copilot / Best MDR Services, Discovery and Evaluation Prompt: "Which is the best SIEM tool?" Result: Rapid7 InsightIDR appeared in the response but was not placed in the top three, reflecting the brand's 5.41% Copilot coverage rate and zero top-three placements on that platform.

ChatGPT / Best MDR Services, Discovery and Evaluation Prompt: "managed detection and response solution" Result: Rapid7 InsightIDR earned a valid recommendation with a 4.50 average recommended rank, consistent with the brand's 11.11% ChatGPT coverage rate.

Perplexity / Best MDR Services, Discovery and Evaluation Prompt: "edr tools" Result: Rapid7 InsightIDR was mentioned but not recommended in the top three, contributing to its 12.50% Perplexity coverage rate with zero top-three placements.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map every prompt where Rapid7 InsightIDR is mentioned but not recommended, with priority on Copilot and Perplexity where the conversion gap is widest.

Phase 2: Recommendation Readiness Plan Identify the specific attributes, proof points, and comparison language that AI systems associate with top-three recommendations in the MDR category, and assess where Rapid7 InsightIDR's public evidence layer is thin.

Phase 3: Owned Answer Layer Buildout Develop owned content that directly addresses the high-intent prompts where Rapid7 InsightIDR appears but is not shortlisted, with clear positioning against the brands that are being recommended instead.

Phase 4: Citation / Authority Layer Development Strengthen the third-party source footprint that AI systems retrieve when forming MDR recommendations, focusing on the analyst, review, and comparison sources that appear in the citation layer.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Rapid7 InsightIDR's top-three rate, rank-one rate, and platform-level coverage month over month to measure whether the conversion gap is closing.

Why This Matters

AI presence alone is not enough. Rapid7 InsightIDR is mentioned in 15.66% of qualified observations but recommended in only 11.41%, and never placed first. That gap means the brand is visible to buyers during AI-led discovery but is not being shortlisted at the decision moment. In a category where CrowdStrike Falcon captures 50.34% of first-position recommendations, being present but not recommended is a competitive disadvantage.

The next move is targeted correction of the prompt, page, and citation layers that shape AI-generated recommendations. Rapid7 InsightIDR does not need to increase its presence. It needs to convert the presence it already has into shortlist positions, particularly on Copilot and Perplexity where the brand appears but is not being selected.

Core Metrics

Sentiment Score

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

For Rapid7 InsightIDR, the calculation is (53 × 1 + 17 × 0 + 0 × -1) / 70 = 0.7571.

This matters because unclassified mention counts are misleading. A brand with 70 mentions could appear strong, but if those mentions are neutral references or cautionary comparisons, the brand is not actually being recommended. Rapid7 InsightIDR's 0.7571 score indicates that when the brand appears, it is described favorably. The 17 neutral mentions are references without recommendation weight, and the zero negative mentions mean the brand is not being framed as a cautionary example.

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 well-regarded but under-recommended.

Sentiment by Platform

Methodology

1. This report is a benchmark-based analysis of Rapid7 InsightIDR's AI recommendation visibility in the Managed Detection and Response category for October 2026. It is not a client implementation case study.
2. The reporting window is October 2026, with comparison data from July 2026, August 2026, and September 2026 where available.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode.
4. The October 2026 benchmark analyzed 447 qualified observations drawn from 800 source prompt-surface observations.
5. The competitor universe includes ten tracked brands: Arctic Wolf, CrowdStrike Falcon, Deepwatch, eSentire, Expel, Rapid7 InsightIDR, Red Canary, Secureworks Taegis, SentinelOne, and Sophos Intercept X.
6. Three public high-intent clusters were defined: C01, Best MDR Services, Discovery and Evaluation; C02, MDR Vendor Comparisons, Competitive Evaluation; and C03, MDR Pricing, Cost and ROI Research. Only C01 had sufficient data for metrics 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 Rapid7 InsightIDR in an AI-generated response to a qualified observation.
9. A valid recommendation is defined as a positive recommendation with a rank position of 1 through 10. Neutral, negative, cautionary, comparison-anchor, and listed-only mentions are not counted as valid recommendations.
10. The qualified observation count differs from the raw collection universe. In October 2026, 800 source observations produced 551 relevant prompts and 447 qualified observations after qualification.
11. Unique question count for October 2026 was 615. The public benchmark does not expose the full prompt set.
12. Month-over-month movement identifies changes worth investigating. It does not by itself establish the cause of those changes, and the benchmark does not attribute movement to any party's activity.

See How AI Is Recommending Your Brand

The public benchmark shows where Rapid7 InsightIDR stands in AI-generated recommendations across the Managed Detection and Response category. A company-level AI visibility audit maps the specific prompts, competitors, surfaces, and evidence sources behind those numbers, and identifies the levers that can move the brand from mention to shortlist.