Data as of Aug 25, 2026 · Based on 307 AI responses · Shares cover the last 30 days · See how Parse measures this
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Google Chrome's developer tools are the AI's go-to for assessing the performance of web overlays. While initially framed as a manageable trade-off, AI responses have grown more critical, now often stating that accessibility overlays from brands like
accessiBe and significantly slow down applications.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Consistently cited for its built-in tools to audit and debug overlay performance. | 42% | |
| 2 | 23% | ||
| 3 | 18% | ||
| 4 | 10% | ||
| 5 | Cited early as a session-replay tool with anecdotal slowdowns. | 10% | |
| 6 | Consistently cited alongside | 9% | |
| 7 | Frequently named as a specific example of an | 8% | |
| 8 | Another | 7% | |
| 9 | A top source for articles explaining the technical impact of third-party scripts. | 7% | |
| 10 | 7% | ||
| 11 | 6% | ||
| 12 | 6% | ||
| 13 | 5% | ||
| 14 | 5% | ||
| 15 | 4% | ||
| 16 | 4% | ||
| 17 | 4% | ||
| 18 | Mentioned since January 2026 for potential conflicts between overlays and frameworks. | 3% | |
| 19 | 3% | ||
| 20 | 3% | ||
| 21 | 3% | ||
| 22 | 3% | ||
| 23 | 3% | ||
| 24 | 3% | ||
| 25 | 3% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
vispero.com is the page AI reaches for most here, cited in 33% of analyzed answers.
First cited in December 2025, it became a primary example of a performance-impacting overlay.
Mentioned for its lightweight event handlers in November 2025 but not cited since.
Emerged in early 2026 as a consideration for framework-overlay conflicts.
“a manageable trade-off if implemented correctly” → “a significant performance bottleneck that requires auditing”
Was part of the initial conversation in November 2025 but then disappeared.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 52% | 14% | ||
| 5% | 29% | ||
| 52% | 10% | ||
| 38% | 19% | ||
| 52% | 5% |
AI responses consistently answer 'yes,' but the framing has evolved. Initially, the focus was on general third-party scripts and session-replay tools, advising measurement with Google tools. Since December 2025, responses from both platforms have become more direct, specifically naming Accessibility Overlay platforms like
accessiBe and
UserWay as significant performance risks.
Brands mentioned
AI responses consistently answer 'yes,' but the framing has evolved. Initially, the focus was on general third-party scripts and session-replay tools, advising measurement with Google tools. Since December 2025, responses from both platforms have become more direct, specifically naming Accessibility Overlay platforms like
accessiBe and
UserWay as significant performance risks.
Across 307 AI responses, Google Chrome is mentioned most, named in 42% of them, followed by WebPageTest (23%) and Alphabet (18%).
Parse measures each brand's mention rate — the share of answers naming it — across 307 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.