Review Intelligence
The patterns in your reviews you haven't seen yet.
Kordial doesn't count stars. It reads what your customers actually write, surfaces what keeps coming up, and tells you what to do about it.
The Sharp Edge · 142 reviews
Praise
47 reviews mention this
Fade quality
“Best fade in the city, hands down.”
Customers mention fade quality more than any other theme. The phrase often pairs with a specific barber's name. The hot towel shave appears in 10 reviews, all positive, all from repeat customers.
What the patterns mean
Your regulars are loyal. Fade quality and Alex's name show up together in the majority of 5-star reviews. The hot towel shave is a quiet upsell hiding in plain sight. Everyone who tries it mentions it.
Saturday waits are your ceiling. They don't lose your regulars, but they're the most common reason a first-timer leaves a 3-star review. And gift cards are the single most-asked question your website doesn't answer.
This is what trains your AI receptionist.
This is what populates your living business page FAQ.
This is what your weekly digest will surface.
Intelligence on Professional and above · 14 days free
Why it works
Reading, not counting
Most review tools count stars and surface your average rating. That's not intelligence, that's arithmetic. Kordial reads the text of every review, identifies the specific themes customers raise, and separates praise from complaint from suggestion. The output isn't just a dashboard you check. It's a weekly digest delivered to your inbox.
The intelligence is also connected to your voice AI. When your reviews change, what your receptionist knows changes with it. If three new reviews this month mention that parking is tricky on Fridays, your AI starts knowing that on Friday calls by Tuesday. The review system and the voice system feed each other. That compounding is what separates month 1 from month 12.
Month 1: your AI knows your website. Month 6: your AI has read months of reviews. Month 12: you can see exactly what changed in customer sentiment over the year, where complaints first appeared, and what language your happiest customers use when they describe you. That's a business asset. No other self-serve AI receptionist combines voice, a review-built business page, and an intelligence layer that compounds over time.
What you get
The weekly digest email
Delivered every week. A quick read.
From: Kordial <digest@kordial.ai>
Subject: Recovered $1,840 this week
Hi Marcus,
Here's what your Kordial receptionist did for The Sharp Edge this week.
Calls handled
23 calls. Estimated value recovered: $1,840. Minutes used: 64 of 200. Resets in 18 days.
What your customers are saying
- Praise themes: Fade quality, Alex by name, the hot towel shave. These appear together in most 5-star reviews.
- Complaint themes: Saturday wait times. The most common reason a first-timer leaves a 3-star review.
- Customer vocabulary:“Finally found the right place” appears in 3 recent reviews. Your receptionist will mirror this.
Complaint handling tip
Your current approach to wait-time complaints is defensive. Owners who acknowledge the wait directly tend to recover more customers. Update your handling approach in settings.
That's it. A quick read, then back to work.
Your receptionist re-trains itself every week
When new reviews come in, Kordial extracts what matters and updates your receptionist's brief automatically. Staff names, customer vocabulary, recurring questions. No prompt engineering. No retraining session.
This week's update
Kordial read 6 new reviews, found 2 new staff mentions, 3 new customer phrases, and 1 new complaint theme. Brief refreshed for the next call.
What changed
- + “Finally found the right place” added to customer vocabulary
- + Saturday wait acknowledgement added to AI's talking points
- + Hot towel shave moved to default upsell suggestion
Month 1 your AI knows your website. Month 12 it knows months of reviews.
Top themes from your reviews are available on Starter. Full review intelligence and the weekly digest are on Professional and above.
See all plans →Intelligence for any local business
See the patterns before they land
Plumbers
When three customers mention response time in the same month, that is not a coincidence. Now you see it.
See the page →
Dental practices
Patient experience complaints cluster before they reach the front desk. Catch them in reviews first.
See the page →
Law offices
Client sentiment tracks with case outcomes. See what clients say after the process, not just the verdict.
See the page →
Medical offices
Every recurring complaint in reviews is a process problem you can fix. See the pattern before it costs you a patient.
See the page →
Questions
Frequently asked
How does it know what my customers actually mean?+
It uses structured extraction, not keyword matching. Instead of counting how many times the word "fade" appears, it identifies the context: is "fade" mentioned positively, critically, comparatively? Is it connected to a staff member? Is it a praise theme or a technical complaint? That distinction is what makes the output useful rather than decorative.
What if I don't have many reviews yet?+
A small review set still yields themes. Even 15 reviews have patterns. The digest scales to what you have. If you have 10 reviews, you get 10 reviews analyzed. The system becomes more useful as the review count grows, and you get better at asking for reviews once you start seeing what customers are actually saying.
How accurate is the theme extraction?+
Reliable for themes that appear three or more times. A single outlier review won't be flagged as a theme, which is by design. A theme is a pattern, not a data point. The system is calibrated to surface things worth your attention, not every mention of every topic.
Will this replace how I currently monitor reviews?+
It replaces the manual part. You won't need to read every review yourself to keep a pulse on what customers say. What it doesn't replace is judgment. You still decide what to do about a complaint pattern. The system tells you what's happening. The response is yours.
What if a complaint is unfair or inaccurate?+
The system surfaces it as a theme only if it repeats. A single unfair review isn't flagged as a trend. For complaints that do repeat, the digest helps you spot whether there's something real to address, even if the individual reviews feel exaggerated.
Know what your customers are saying before you read another review.
Intelligence is included in Professional and above. Start your free trial and it's running from day one.
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