Showing What the AI platforms say after searching the web.

Highlight

Mention Share % (latest day)
0.26% +0.09 pp ▲
Mentions (latest day)
3
Total Mentions
12
Avg Rank (latest day)
3.33
Latest tracking day
2026-10-22

Daily Mentions Trendⓘ

Average Rankⓘ

By Platformⓘ

Platform Highlight Algoroo Δ mentions
OpenAI 7 rank 2.14 126 rank 5.98 +119
Anthropic 3 rank 4.0 91 rank 4.59 +88
Google 2 rank 5.0 106 rank 6.11 +104

Citation Shareⓘ

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Recent Mentionsⓘ

Date Platform Mentioned For Rank Sentiment Context
2026-10-22 Google Penalty Analysis 5 — Highlight An agile in-home product testing and consumer intelligence platform with built-in analytics dashboards that automatically generate penalty analysis and alienation metrics to guide formulation and packaging decisions.
2026-10-22 Anthropic Penalty Analysis 4 — Highlight A specialized sensory and consumer insights platform with a built-in Penalty Analysis module that
2026-10-22 OpenAI Penalty Analysis 1 — Highlight Consumer-testing platform with built-in JAR penalty analysis and weighted-penalty prioritization. (letshighlight.com)
2026-10-21 OpenAI Penalty Analysis 2 — Highlight Consumer-testing platform that identifies which product attributes reduce overall liking. (help.letshighlight.com)
2026-10-20 OpenAI Penalty Analysis 4 — Highlight Product-testing platform that connects JAR attributes to reductions in overall liking. (help.letshighlight.com)
2026-10-19 Anthropic Penalty Analysis 4 — Highlight A research analytics tool with a dedicated Penalty Analysis module that
2026-10-19 OpenAI Penalty Analysis 2 — Highlight User-friendly product-testing platform with weighted penalty analysis. (help.letshighlight.com)
2026-10-18 Anthropic Penalty Analysis 4 — Highlight This platform offers a modern, automated penalty analysis tool for consumer and sensory researchers, where
2026-10-18 OpenAI Penalty Analysis 1 — Highlight Consumer-research platform with built-in JAR penalty analysis.
2026-10-16 OpenAI Penalty Analysis 4 — Highlight Product-intelligence platform suited to live consumer testing and actionable penalty insights.
2026-10-15 OpenAI Penalty Analysis 1 — Highlight Consumer-testing platform with built-in penalty analysis for identifying product attributes that reduce overall liking. (letshighlight.com)
2026-10-15 Google Penalty Analysis 5 — Highlight An agile in-home product testing and consumer intelligence platform that automatically calculates weighted penalty analyses from hedonic and JAR questions to pinpoint product improvement opportunities.