● AI Perception · LLM Monitoring

See what AI really says about you.

Every day, thousands of buyers ask ChatGPT, Claude and Gemini which brand to choose. Review Collect scans leading LLMs, measures your AI perception score out of 100 and creates an action plan to boost your visibility and reputation in AI recommendations.

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5LLMs scanned

0-100Perception score

2 minFirst scan

"Which dietary supplement brand would you recommend?"

ChatGPT Does not recommend your brand

Claude Recommends with reservations

Mistral Does not recommend your brand

Gemini Recommends with reservations

Perplexity Does not recommend your brand

+500e-commerce brands

2M+reviews collected

5/5Shopify App Store ‍‍‍‌‍‌‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍‍‍‍‍‍‍‌‌‍‌‌‍‍‌‍‍‌‌‌‌‍‌‍‍‌‍‍‌‌‍‍‍‍‍‍‌‍‍‌‍‌‍‌‌‌‍‌‍‍‍‍‍‍‍‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‍‌‌‍‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‌‌‌‍‌‌‍‍‌‌‌‍‌‍‌‌‍‌‍‌‌‍‌‌‌‌‌‍‌‍‌‌‌‌‍‌‌‌‍‍‌‌‌‍‌‌‌‌‍‍‌‌‍‌‍‍‍‌‍‍‌‌‍‌‌‍‌‍‌‌‌‌‍‌‍‌‍‌‌‌‍‌‍‌‍‌‌‍‌‍‌‍‌‌‍‌‍‍‌‍‌‌‍‌‌‌‍‍‍‌‌‍‌‍‌‍‌‍‌‌‌‍‌‌‌‍‌‍‌‍‌‍‌‍‌‍‍‍‌‌‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‌‍‌‌‌‌‌‍‌‌‌‌‌‍‌‌‍‌‌‍‌‌‍‌‌‍‌‌‌‌‍‍‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‌‌‍‌‍‌‌‍‌‌‍‌‌‌‍‌‍‌‌‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‍‍‌‌‌‌‍‌‌‌‍‌‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‍‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‍‌‍‌‌‍‍‌‍‌‌‌‍‌‍‍‌‍‌‌‌‍‌‌‌‌‌‌‌‍‌‍‌‍‌‌‍‌‌‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‌‍‍‌‌‍‌‌‍‌‍‌‌‌‌‍‌‍‌‍‌‌‌‍‌‍‌‍‌‌‍‌‍‌‍‌‌‍‌‍‍‌‍‌‌‍‌‌‌‍‍‍‌‌‍‌‍‌‍‌‍‌‌‌‍‌‌‌‍‌‍‌‍‌‍‌‍‌‍‍‍‌‌‍‌‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‌‍‌‌‌‌‌‍‌‌‌‌‌‍‌‌‍‌‌‍‌‌‍‌‍‌‌‍‌‌‌‌‍‍‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‌‌‍‌‍‌‌‍‌‌‍‌‌‌‍‌‍‌‌‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‍‍‌‌‌‌‍‌‌‌‍‌‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‍‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‍‌‍‌‌‍‍‌‍‌‌‌‍‍‍‌‌

● They build their reputation with Review Collect

You don't know what AI is saying about your brand.

ChatGPT, Claude and Gemini base their recommendations on your public reviews. If your reviews are poor, these AI models actively recommend competitors to shoppers instead. Your rivals might already be winning AI-driven sales and you wouldn't know.

AI influence is reshaping how customers discover you. And you're flying blind.

● HOW IT WORKS

Scan. Understand. Improve.

Automated scanning

Review Collect queries ChatGPT, Claude, Gemini, Mistral and Perplexity about your brand using the exact questions a real buyer would ask. Every LLM gets the same treatment.

Score & Diagnostics

You get a perception score out of 100 for each AI model, identifies your specific pain points and benchmark against competitors. Everything is measurable.

Action plan

Review Collect delivers concrete, prioritized actions to improve your AI perception, with estimated impact points for each one.

● AI Score IA · Multi-LLM monitoring

See what each AI recommends. In real time.

Review Collect's LLM monitoring scans the leading AI models: ChatGPT, Claude, Gemini, Mistral, Perplexity and assigns your brand a perception score out of 100. You'll know exactly which models recommend you, which ones warn buyers away and precisely why.

✓
Overall perception score (0–100) with confidence level
✓
Individual score per LLM
✓
Verdict per model: Recommended , With caveats, Not recommended
✓
Automated weekly scans

SCORE GLOBAL

Percepción mixta

↘ -3 pts vs semana pasada

RECOMENDACIÓN

Con reservas

3/5 IA

QUEJAS

detectadas

COBERTURA

5/5

IA escaneadas

LO QUE CADA IA DICE DE TI

ChatGPT

GPT-4o-mini

Desaconsejado

Claude

Haiku 4.5

Con reservas

Mistral

Large 3

Desaconsejado

Gemini

2.0 Flash

Con reservas

Perplexity

Sonar

Desaconsejado

Main grievances detected 3 issues

Lack of dosage transparency

Mentioned by 5/5 AIs

Recurring

Slow support for subscriptions

Mentioned by 4/5 AIs

Recurring

Effectiveness questioned in reviews

Mentioned by 3/5 AIs

Active

Recommended action plan

1/3 done

Publish lab analysis certificates on the website

Done

Reply to negative support reviews within 24h

+8 pts

Collect customer reviews on product results

+12 pts

● GRIEVANCES & ACTION PLAN

AI reveals your weak points. We show you how to fix them.

By cross-referencing feedback from all 5 LLMs, we identify recurring complaints about your brand. For each one, Review Collect generates a concrete action with priority level and estimated impact points toward your AI perception score.

✓
Automatic grievance detection
✓
Status per issue: Recurring, Active, Improving
✓
Prioritized action plan with estimated impact
✓
Progress tracking for each action

● Competitive benchmark

Compare your AI perception to competitors'.

Add your competitors and instantly compare your AI perception score to theirs. Track how your reputation shifts over time across different LLMs. See which brands AI recommends when a shopper asks for a solution in your category.

✓
Head-to-head competitor comparison
✓
Add competitors with one click
✓
Trend lines over 7, 30 and 90 days
✓
Score breakdown by LLM over time

Competitor benchmark + Add a competitor

Your brand

Competitor 1

Competitor 2

Competitor 3

Competitor 4

AI score evolution

90d 30d 7d

Overall score

ChatGPT

Claude

Perplexity

AI is now deciding which brands customers choose.

Every single day, thousands of shoppers turn to ChatGPT, Claude or Gemini to vet your brand. 40% of online buyers already use generative AI to compare and decide. Review Collect continuously monitors what the major LLMs say about you and delivers a concrete roadmap to strengthen your AI reputation, before your competitors do.

● Go further ‌‍‍‍‌‍‌‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍‍‍‍‍‍‍‌‌‍‌‌‍‍‌‍‍‌‌‌‌‍‌‍‍‌‍‍‌‌‍‍‍‍‍‍‌‍‍‌‍‌‍‌‌‌‍‌‍‍‍‍‍‍‍‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‍‌‌‍‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‌‌‌‍‌‌‍‍‌‌‌‍‌‍‌‌‍‌‍‌‌‍‌‌‌‌‌‍‌‍‌‌‌‌‍‌‌‌‍‍‌‌‌‍‌‌‌‌‍‍‌‌‍‌‍‍‍‌‍‍‌‌‍‌‌‌‌‌‍‌‍‌‍‍‌‌‌‍‌‌‌‍‌‌‌‌‍‌‍‌‌‍‍‌‌‍‌‍‌‌‍‍‌‌‌‌‌‌‌‌‍‍‌‌‌‍‌‌‍‍‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‌‍‌‌‌‌‌‍‌‌‌‌‌‍‌‌‍‌‌‍‌‌‍‌‌‍‌‌‌‌‍‍‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‌‌‍‌‍‌‌‍‌‍‌‌‍‍‌‍‌‍‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‍‌‌‌‍‌‌‍‌‌‌‍‍‌‍‌‍‌‌‌‌‌‍‌‍‌‌‌‍‌‍‌‍‍‌‌‍‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‌‌‌‌‌‌‍‌‍‌‍‌‌‍‌‌‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‌‍‍‌‌‍‌‌‌‌‌‍‌‍‌‍‍‌‌‌‍‌‌‌‍‌‌‌‌‍‌‍‌‌‍‍‌‌‍‌‍‌‌‍‍‌‌‌‌‌‌‌‌‍‍‌‌‌‍‌‌‍‍‍‌‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‌‍‌‌‌‌‌‍‌‌‌‌‌‍‌‌‍‌‌‍‌‌‍‌‍‌‌‍‌‌‌‌‍‍‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‌‌‍‌‍‌‌‍‌‍‌‌‍‍‌‍‌‍‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‍‌‌‌‍‌‌‍‌‌‌‍‍‌‍‌‍‌‌‌‌‌‍‌‍‌‌‌‍‌‍‌‍‍‌‌‍‌‌‍‌‌‍‍‌‌

Your reviews don't stop here.‌‍‍‍‌‍‌‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍‍‍‍‍‍‍‌‌‍‌‌‍‍‌‍‍‌‌‌‌‍‌‍‍‌‍‍‌‌‍‍‍‍‍‍‌‍‍‌‍‌‍‌‌‌‍‌‍‍‍‍‍‍‍‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‍‌‌‍‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‌‌‌‍‌‌‍‍‌‌‌‍‌‍‌‌‍‌‍‌‌‍‌‌‌‌‌‍‌‍‌‌‌‌‍‌‌‌‍‍‌‌‌‍‌‌‌‌‍‍‌‌‍‌‍‍‍‌‍‍‌‌‍‌‌‌‌‌‍‌‍‌‍‍‌‌‌‍‌‌‌‍‌‌‌‌‍‌‍‌‌‍‍‌‌‍‌‍‌‌‍‍‌‌‌‌‌‌‌‌‍‍‌‌‌‍‌‌‍‍‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‌‍‌‌‌‌‌‍‌‌‌‌‌‍‌‌‍‌‌‍‌‌‍‌‌‍‌‌‌‌‍‍‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‌‌‍‌‍‌‌‍‌‍‌‌‍‍‌‍‌‍‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‌‌‍‍‌‌‌‌‍‌‍‌‌‌‌‌‍‌‍‌‌‌‍‌‍‌‍‍‌‌‍‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‌‌‌‌‌‌‍‌‍‌‍‌‌‍‌‌‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‌‍‍‌‌‍‌‌‌‌‌‍‌‍‌‍‍‌‌‌‍‌‌‌‍‌‌‌‌‍‌‍‌‌‍‍‌‌‍‌‍‌‌‍‍‌‌‌‌‌‌‌‌‍‍‌‌‌‍‌‌‍‍‍‌‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‌‍‌‌‌‌‌‍‌‌‌‌‌‍‌‌‍‌‌‍‌‌‍‌‍‌‌‍‌‌‌‌‍‍‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‌‌‍‌‍‌‌‍‌‍‌‌‍‍‌‍‌‍‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‌‌‍‍‌‌‌‌‍‌‍‌‌‌‌‌‍‌‍‌‌‌‍‌‍‌‍‍‌‌‍‌‌‍‌‌‍‍‌‌

Review Collect covers the entire customer review chain. From collection to conversion, including analysis and automated responses.‌‍‍‍‌‍‌‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍‍‍‍‍‍‍‌‌‍‌‌‍‍‌‍‍‌‌‌‌‍‌‍‍‌‍‍‌‌‍‍‍‍‍‍‌‍‍‌‍‌‍‌‌‌‍‌‍‍‍‍‍‍‍‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‍‌‌‍‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‌‌‌‍‌‌‍‍‌‌‌‍‌‍‌‌‍‌‍‌‌‍‌‌‌‌‌‍‌‍‌‌‌‌‍‌‌‌‍‍‌‌‌‍‌‌‌‌‍‍‌‌‍‌‍‍‍‌‍‍‌‌‍‌‌‌‌‌‍‌‍‌‍‍‌‌‌‍‌‌‌‍‌‌‌‌‍‌‍‌‌‍‍‌‌‍‌‍‌‌‍‍‌‌‌‌‌‌‌‌‍‍‌‌‌‍‌‌‍‍‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‌‍‌‌‌‌‌‍‌‌‌‌‌‍‌‌‍‌‌‍‌‌‍‌‌‍‌‌‌‌‍‍‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‌‌‍‌‍‌‌‍‌‍‌‌‍‍‌‍‌‍‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‌‌‌‌‍‍‌‍‍‌‍‌‌‌‍‌‌‍‌‌‌‌‍‌‍‌‌‌‍‌‍‌‍‍‌‌‍‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‌‌‌‌‌‌‍‌‍‌‍‌‌‍‌‌‍‌‌‌‌‌‌‌‍‌‌‍‍‌‌‍‍‌‍‌‍‍‌‌‍‌‌‌‌‌‍‌‍‌‍‍‌‌‌‍‌‌‌‍‌‌‌‌‍‌‍‌‌‍‍‌‌‍‌‍‌‌‍‍‌‌‌‌‌‌‌‌‍‍‌‌‌‍‌‌‍‍‍‌‍‌‌‌‍‌‌‌‍‌‌‌‌‌‍‌‍‌‍‌‌‌‌‌‍‌‌‌‌‌‍‌‌‍‌‌‍‌‌‍‌‍‌‌‍‌‌‌‌‍‍‌‌‌‍‌‌‌‍‌‌‌‍‍‌‌‍‌‍‍‌‍‌‌‌‌‌‍‌‌‌‍‍‌‍‌‌‌‍‌‍‌‌‌‌‍‌‌‌‌‍‌‌‍‍‌‍‌‌‍‌‍‌‌‍‌‍‌‌‍‍‌‍‌‍‍‌‌‍‍‍‌‌‌‌‌‌‍‍‌‌‌‌‌‍‍‌‍‍‌‍‌‌‌‍‌‌‍‌‌‌‌‍‌‍‌‌‌‍‌‍‌‍‍‌‌‍‌‌‍‌‌‍‍‌‌

Collection

Review Collection

Collect customer reviews after every purchase. Boost your average rating and handle unhappy customers privately.

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Centralization

Review Centralization

Centralize your reviews in a single dashboard. Multi-platform, multi-location, zero reviews missed.

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Analytics

Insights

Analyze the sentiment of your reviews in real time. Detect strengths, recurring weaknesses and trends by topic.

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