Product Roadmap Software AI Visibility Trends

Product Roadmap Software · ChatGPT · AI Index over time

Trend Overview

Product Roadmap Software AI visibility trends show how entity AI Index scores have moved across 2 completed public ChatGPT leaderboard snapshots from Aug 15, 2026 to Aug 23, 2026.

Aha! Roadmaps leads the latest ChatGPT snapshot with a 90.5 AI Index and 91% mention rate.

Aha! Roadmaps is down 2 AI Index points across the visible window, moving from 92.5 to 90.5 on ChatGPT.

The chart currently compares Aha! Roadmaps, Productboard, airfocus. Use the entity filters to separate durable visibility trends from one-off ranking movement in a single AI engine.

Read this trend alongside the main Product Roadmap Software leaderboard and entity pages: the trend view explains historical movement, while ranking pages show the latest cross-entity position, mention rate, and score gap.

Product Roadmap Software AI ranking queries should use the base collection page. This trend page is for Product Roadmap Software ranking trend, history, and movement over time.

Trend Summary

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EntityLatest AI IndexStart AI IndexDeltaMention RateLatest RankBest RankTrend
Aha! Roadmaps90.592.5-291%#1#1Stable
Productboard88.791.5-2.889%#2#2Stable
airfocus8787.5-0.587%#3#3Stable
Tempo Roadmaps85.783.7+285%#4#4Stable
Craft.io84.686.4-1.884%#5#4Stable
ProdPad83.185.7-2.682%#6#5Stable

Biggest Movers

Biggest gainers

  1. Tempo Roadmaps+2

Biggest decliners

  1. Productboard-2.8
  2. ProdPad-2.6
  3. Aha! Roadmaps-2

Most stable

  1. airfocus-0.5
  2. Craft.io-1.8
  3. Tempo Roadmaps+2

Engine Snapshot Comparison

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EngineLatest LeaderLeader AI IndexLeader GapEntitiesSnapshot Date
GrokProductboard92.816Aug 23, 2026
ChatGPTAha! Roadmaps90.51.86Aug 23, 2026
GeminiProductboard92.31.16Aug 23, 2026
ClaudeAha! Roadmaps91.72.56Aug 23, 2026
KimiProductboard90.80.16Aug 23, 2026

Snapshot History

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DateLeaderLeader AI IndexLeader GapTop 3Entities
Aug 23, 2026Aha! Roadmaps90.51.8Aha! Roadmaps, Productboard, airfocus6
Aug 15, 2026Aha! Roadmaps92.51Aha! Roadmaps, Productboard, airfocus6

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Open private tracker See latest Product Roadmap Software AI rankings Aha! Roadmaps AI visibility profileProductboard AI visibility profileairfocus AI visibility profilePerplexity rankings for Product Roadmap SoftwareMiniMax rankings for Product Roadmap SoftwareGLM rankings for Product Roadmap SoftwareQwen rankings for Product Roadmap Software

ChatGPT· AI Index History

2 data points
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