GEO · Review Corpus Optimization
Shape Your Review Corpus for AI Quoting
AI engines quote review snippets when summarizing local businesses. We optimize your review corpus — volume, sentiment, keywords, and structure — so the AI quotes the parts that win you customers.
OVERVIEW
What is Review Corpus Optimization?
WHY IT MATTERS
Why it matters now
WHAT WE DELIVER
What we deliver
Corpus audit
We analyze your current reviews across all platforms — volume, recency, sentiment, keyword distribution, snippet potential — and benchmark against competitors.
Acquisition system
A repeatable, ethical system for getting more reviews from satisfied customers — text-based requests, post-service prompts, and platform-mix strategy.
Keyword diversity coaching
We help your team gently prompt review-writers to mention specific services, locations, and use cases that strengthen the corpus.
Negative review response strategy
Public responses written to address concerns and add positive context that AI engines also pull from.
Platform mix optimization
Strategic distribution across Google, Yelp, Facebook, and your industry-specific platforms — not just dumping everything into Google.
Monthly tracking
Volume, sentiment, and AI-quoted snippet tracking month over month. You see which review patterns are driving citation lift.
HOW IT WORKS
How it works
- 1. Audit (week 1)
We map your current review corpus, identify gaps and weaknesses, and benchmark against your top competitors. - 2. System launch (weeks 2-3)
Acquisition system deployed (text/email automation, post-service prompts), team trained on review-coaching, response templates created. - 3. Optimization (ongoing)
Monthly review of acquisition rate, sentiment trends, and AI-snippet performance. Quarterly strategy adjustments.
FREQUENTLY ASKED
Frequently asked questions
Is this fake reviews or review buying?
No. Both are against platform terms of service and we don’t do them. What we do: help you ask satisfied customers for honest reviews more consistently, coach your team to gently prompt customers to mention specifics, and respond to existing reviews in ways that strengthen the corpus.
How fast can review volume grow?
For service businesses with active customer flow, doubling your monthly review rate within 60-90 days is typical. The constraint is usually team adoption of the request system, not customer willingness.
What if I get bad reviews?
You will — every business does. We help you respond publicly in ways that demonstrate accountability and add positive context AI engines also pull from. A handful of bad reviews handled well actually builds more trust than a wall of perfect 5-stars.
Which platforms matter most?
Google is highest priority for almost every business. Yelp matters for restaurants, services, and consumer-direct businesses. Industry-specific platforms (Healthgrades, Avvo, Houzz, etc.) often punch above their weight in AI engines because they’re trusted vertical sources.
What does the engagement cost?
Engagements typically run $600-$1,800/month depending on number of locations and platform mix. Setup is included. Most clients see net positive ROI within 3-6 months.
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Free · 5 minutes · No card required
BEFORE WE TALK
Before we talk, find out where you stand.
Run your own free AEO Scorecard. We test 3 of your real customer queries against ChatGPT and Claude, score your visibility, and email you a personalized report — including the businesses getting cited instead of you.
NEXT STEP
Ready to talk?
30-minute discovery call. No pitch deck, no pressure. Tell us what you’re trying to do and we’ll tell you whether we can help.