The agentic insights platform, and the four ways in
What Affogata isThe layer itself, the sources behind it, and how teams run on itFor AI agentsMCP, API and DIL. Structured insights with receipts, governed per callBy industryHow the layer is used vertical by verticalTools & use casesEverything under Affogata Tools todayCustomersWho runs on it, the proofEnterprise & governanceDeployed inside the world's largest interactive properties. Data governance, full audit trail, governed AI never trained on your dataCertifications & complianceFirst in our category to meet AI Microsoft SSPA approvalGDPRISO 27001ISO 27701ISO 42001Microsoft SSPACCPABook a demoTalk to someone about your own data
The public data, one model, read as pages or queried live
BenchmarksEvery category and brand we score, the weekly pages people already land onThis week's leadersThe movers, current week only. One page, always freshPublic Events ModelThe standard itself. How a public event is defined, so the whole industry can use one shapeArchiveEvery past week, frozen, so a number you cited stays citableThis week's benchmark, live in ClaudeThe weekly benchmark as a Claude artifactWant this on your brand?Talk to us. The one commercial exit in this menu
DUOLINGO · ★ 4.7 · v7.62 · WEEK 31 · LEARNER VOICE
Duolingo reviews and learner sentiment, analyzed and ready to query from your AI
7.9
IMPACT /10 · CURRENT VERSION
▲ +2.4 vs previous version
9,052 reviews analyzed this week across app stores, communities and social. Same lens as the public Affogata benchmark.
6.3
v7.60
UI experiment
5.5 ▼ -0.8
v7.61
UI rollback
7.9 ▲ +2.4
v7.62
Hearts tweak
AI READ Rare shape: rolling back the UI experiment in 7.61 dropped pressure a full point. Hearts limits crept back in 7.62.
▲ GAINING
StreaksNew coursesMascot▼ SLIPPING
New UIHearts limitAdsSAME LENS, SAME WEEK · CATEGORY RIVALS
Duolingo
7.9
IMPACT /10
Quizlet
6.7
IMPACT /10
HOW IT CONNECTS · MCP UNDER THE HOOD
1 · Sign in with Google, your free read-only sandbox opens with this data already loaded
2 · Copy one URL into Claude, ChatGPT or Cursor: https://app.affogata.com/mcp
3 · Your AI gets these tools and answers from real data:
2 · Copy one URL into Claude, ChatGPT or Cursor: https://app.affogata.com/mcp
3 · Your AI gets these tools and answers from real data:
filterspostscountstopicstopic statstrending keywordsAI conversation clusters
Things people ask in their first hour:
Why did Duolingo sentiment move this week?Which release caused the last drop?Top complaints about Duolingo vs rivals?Build me a weekly report on this brand
✓Real public data on 40+ major games and consumer apps · scored per released version, updated weekly
✓Millions of reviews, posts and threads already analyzed · sentiment, topics, AI conversation clusters, 120+ languages
✓~85% lower total cost than building it yourself · no connectors to build, no tokens burned reading raw data
✓Connect your own AI over MCP in about 2 minutes · one URL, works with Claude, ChatGPT, Cursor
✓Compliant by design · ISO 27001/27701/42001 certified, GDPR, never used to train AI
✓Used by product, community and CX teams · gaming, fintech and consumer apps
✓Free read-only sandbox · sign in with Google, no credit card, no sales call
Sign in with Google · about a minute · read-only public data · no credit card · no sales call
COMPLIANCE BUILT IN 
GDPR 
ISO 27001 
ISO 27701 
ISO 42001 Microsoft SSPA CCPA read-only · PII masked · never used to train AI
GDPR ISO 27001 ISO 27701 ISO 42001 Microsoft SSPA CCPA read-only · PII masked · never used to train AI