SEOs all know the way necessary critiques are as a local SEO rating issue and determination maker for customers. However what number of SEOs are literally utilizing the evaluation content material to assist with their roadmapping and content material updates?
Opinions are sometimes checked out as a fame activity, and the main target is on the quantitative information (variety of critiques, star score, evaluation velocity). The work that’s completed with critiques is extra reactive, the place we be certain that critiques are responded to, or we discover that critiques are lacking, so we work out what occurred there. Whereas all of that’s necessary, SEOs usually neglect they’re sitting on a goldmine of knowledge that comes immediately from customers: the evaluation textual content.
Opinions are the place clients who felt very strongly a method or one other left their suggestions and expertise out for the enterprise and different potential clients to see. It occurs with our purchasers, and it occurs with our rivals.
Why Competitor Opinions Are The Knowledge You’re Lacking
Google Business Profile reviews are basically a free, always-updating focus group. The actual alternative is realizing why your consumer’s high competitor has 56 one-star critiques about pricing opacity. It’s a chance to show that right into a conversion lever.
Right here’s what competitor evaluation evaluation surfaces:
- Buyer language: The precise phrases actual clients use to explain their issues. These complaints are a positioning alternative to your consumer.
- Service supply failures: No-shows, communication gaps, pricing surprises, rushed jobs. It is a public file of what pissed off clients want another person had provided them.
- Belief gaps rivals haven’t addressed: The anxieties displaying up in critiques that aren’t being answered wherever in a competitor’s messaging.
- What “good” truly means in that market: What clients reward tells you the usual they’re measuring in opposition to.
The Framework
The framework is easy: Export competitor critiques → Analyze sentiment → Cluster.
Use competitor shortfalls to your benefit by highlighting the issues your consumer does properly in that space.
However why must you do that? AI methods in native search engine optimisation can summarize based mostly partly on the particular language of their GBP critiques and enterprise descriptions. Consider Ask Maps. Ask Maps about this place, and know earlier than you go, all of those new AI options on Google Maps pull from evaluation textual content. Review patterns form how these AI options characterize a enterprise.
We’ll undergo the way to get began with this framework.
Step 1: Decide The Proper Opponents
Don’t pull each enterprise within the native pack. You need the 2 to 3 rivals your consumer is definitely shedding jobs to, those displaying up persistently to your consumer’s core companies/merchandise.
The simplest technique to establish them: Run your consumer’s three to 4 highest-value searches in Google Maps and observe which names maintain showing. Examine along with your consumer, too. They often know precisely who they lose bids to.
Step 2: Export Opinions
When you’ve recognized your targets, resolve the way you wish to pull the information. You possibly can undoubtedly vibe code your individual instruments to drag competitor critiques should you’d like. Or you need to use the GBP Reviews Sentiment Analyzer Chrome extension (full disclosure: I constructed this). Or every other device that may can help you pull competitor critiques.
Step 3: Run Sentiment Evaluation
Regardless of the way you seize the critiques, you’ll wish to use AI that can assist you run the sentiment evaluation on them. It will allow you to categorize critiques into optimistic, destructive, and impartial buckets, which makes it simpler to filter by in sheets.

You possibly can method working the sentiment evaluation in some ways. One can be utilizing the Google Cloud Natural Language API should you’re comfy working with APIs to set it up or you need to use a custom GPT that can assist you out.
(A observe on privateness: You’re working with publicly obtainable critiques solely. So the standard privateness considerations of giving LLMs entry to proprietary information mustn’t apply right here.)
In case you use the Chrome extension, the sentiment evaluation is run throughout your information pull and is a part of the XLS export. In case you favor ranging from scratch and simply working prompts in your LLM of alternative, you will get began with this:
I will paste a CSV of Google critiques for [Competitor Name], a [business type] in [city].
Please:
Determine the highest 5-7 recurring themes (each optimistic and destructive)
Depend what number of critiques point out every theme
Flag any patterns within the destructive critiques that recommend operational failures or unmet buyer wants
Pull 3-5 direct quotes that greatest characterize every theme
Summarize the largest hole between what clients reward and what they complain about
Right here is the information: [paste CSV]Modify as wanted to your consumer’s scenario, however the core activity stays the identical: themes, counts, language, gaps.
Step 4: Construct Your Matter Cluster Map
After you have the evaluation output, arrange recurring themes into clusters. It may be based mostly on the next credibility components:
- High quality (workmanship, outcomes, experience).
- Communication (responsiveness, updates, follow-through).
- Pricing (transparency, worth, billing surprises).
- Velocity (arrival occasions, turnaround, scheduling).
- Belief (reliability, honesty, doing what they stated).
- Employees/Crew (professionalism, friendliness, information).
The hole between “what clients love about my consumer” and “what clients hate about rivals” is the place the actual alternative lives.
What To Look For In The Knowledge
Having the information is one factor, however realizing the way to learn it’s one other.
Begin with review velocity and quantity. A competitor with 129 critiques at 5.3 critiques per week tells a very totally different story than one with 28 critiques at 0.9 per week, and that’s earlier than you’ve learn a single phrase. Velocity alerts lively, ongoing trust-building. Quantity alerts a enterprise clients really feel compelled to speak about.
When sentiment scores are shut between two rivals, differentiation has to come back from messaging specificity, not star rankings. A 4.7 vs. a 4.8 isn’t a significant distinction to a buyer. The phrases you utilize to explain what you do, and whether or not these phrases replicate what clients truly care about, that’s the distinction.
Ask these 4 questions of each aggressive evaluation set:
- What do clients persistently reward about this competitor that your consumer additionally does properly, however doesn’t say wherever of their messaging?
- The place do clients specific frustration that your consumer’s operations genuinely clear up?
- What language do reviewers use that your consumer’s web site doesn’t replicate in any respect?
- What’s the underlying concern or want behind the grievance?
That final one is crucial. Damaging critiques are a map of buyer anxieties in that class.
- “They overcharged me”: concern of being taken benefit of.
- “They stated they’d come between 9 and 11. They confirmed up at 3.”: concern of wasted time.
- “I needed to chase them for updates”: concern of being ignored or dismissed after signing.
Every of these anxieties is a conversion lever, in case your consumer genuinely resolves it and their messaging says so immediately.
Turning The Gaps Into Actual Deliverables
Right here’s the way to translate what you discovered into precise consumer work.
USP Extraction
The language clients use to reward your consumer is the uncooked materials for H1s, meta descriptions, GBP descriptions, and homepage hero copy. Language actual clients used, unprompted, to explain their expertise.
Competitor Hole Messaging
For each recurring competitor grievance, write a direct-response positioning assertion that’s a transparent, particular reply to the anxiousness.
| Competitor grievance sample | Direct positioning response |
|---|---|
| “They by no means gave me a worth up entrance.” | “Upfront pricing on each job – no surprises in your bill.” |
| “They stated they’d be right here at 9. They got here at 3.” | “Actual arrival home windows, not four-hour guessing video games.” |
| “The work seemed rushed, and so they simply left.” | “We don’t depart till the job is completed and also you’re happy.” |
Web site Copy And Construction Updates
After you have your matter clusters and hole evaluation, you might have a transparent temporary for web site copy adjustments:
- H2 variants: Grounded in high evaluation clusters, run some search engine optimisation A/B checks and see how they have an effect on person conduct information and conversions.
- Testimonial choice: Don’t simply decide probably the most enthusiastic critiques and begin selecting those that talk on to the gaps rivals are failing on.
- FAQ content material: Proactively neutralize the anxieties surfaced in competitor negatives. If 200 critiques throughout your rivals point out pricing surprises, your FAQ ought to embody “How is pricing decided?” earlier than a buyer even has to ask.
GBP Profile Updates
Your consumer’s GBP description, posts, and companies listing are all conversion touchpoints, and so they can all be up to date to replicate what you’ve discovered:
- Description: Pull language immediately from high optimistic evaluation clusters, the phrases actual clients used.
- Posts: Function the particular belief alerts rivals are persistently failing on. If rivals have a communication drawback, submit about your consumer’s same-day callback assure.
Content material Sequence Alternatives
Assessment clusters usually level on to content material gaps. If tons of critiques throughout your evaluation point out clients feeling confused concerning the course of, that’s a “What to Count on” video and informational web page creation ready to occur. If “defined every thing clearly” reveals up repeatedly as reward, that’s a sign that the class has a readability drawback, and your consumer can personal it.
Measuring What Modifications
You possibly can measure the affect of your adjustments in just a few methods:
- In case you run an H2 search engine optimisation A/B check, take into account additionally monitoring scroll depth previous the hero part, CTA click on charge, and useless clicks earlier than and after you swap in review-language-based copy.
- In case you replace your consumer’s GBP, monitor name quantity, course requests, and web site clicks in your GBP Insights dashboard earlier than and after profile adjustments.
- For brand new content material adjustments, monitor natural visibility for the informational queries tied to the evaluation themes you known as consideration to.
- You too can take into account AI citations and grounding queries in Bing’s AI Efficiency Dashboard to see if something new seems after together with the brand new language in your web site and GBP
Re-run the evaluation periodically. Are the identical complaints displaying up in competitor critiques, or have your consumer’s updates shifted how clients examine them? Are any new patterns rising that it’s best to tackle?
The Alternative Most SEOs Are Leaving On The Desk
Opinions are a analysis and technique layer with a fame administration part.
The competitor who dominates native search isn’t essentially the one with probably the most critiques or the very best score. It’s the one whose messaging displays what clients truly care about, the one who solutions the anxiousness earlier than the client even has to voice it.
You may have free, public, always-updated buyer analysis sitting inside each competitor’s GBP proper now. It’s telling you precisely what clients in your consumer’s market are afraid of, what they worth, and what language they use to explain the expertise they’re on the lookout for. That listing is your consumer’s subsequent positioning alternative.
Extra Assets:
Featured Picture: Master1305/Shutterstock
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