AI Visibility for Local SEO Clients
Your clients rank on the map. See whether they are in the answer above it. ThriveStack citedby shows which competitor gets named instead, block by block, then hands you the fix list.
$1 gets you your first client domain.
Overview
| # | Brand | Visibility ↕ | SOV ↕ | Sentiment ↕ | Position ↕ |
|---|---|---|---|---|---|
| 1 | 84% | 32% | ● 95 | # 1.2 | |
| 2 | 58% | 21% | ● 88 | # 2.4 | |
| 3 | 44% | 16% | ● 86 | # 3.1 | |
| 4 | 36% | 12% | ● 82 | # 3.8 | |
| 5 | 28% | 9% | ● 79 | # 4.6 | |
| 6 | 22% | 6% | ● 77 | # 5.3 | |
| 7 | 18% | 5% | ● 75 | # 6.0 |
Right now your client is missing from
45% of consumers used AI to pick a local business in 2026, up from 6% a year earlier. The answer names one or two. BrightLocal, n=1,002 US adults.
Local Rankings and AI Search Visibility Is a Different Scoreboard
The AI answer sits above the map and names fewer businesses. Top map pack spot, still absent from the block printed above it.
3 slots. Proximity, reviews, profile data.
Two shops in Denver take same day emergency calls.
Harbor Plumbing Co and Delta Drain & Rooter both list 24 hour service and answer after midnight.
1 to 2 slots. Whatever the rest of the web says.
Whitespark, 540 local queries across 3 US cities and 6 industries (May 2025). Synthesized with our 2026 citation gap benchmarks in ThriveStack Research.
Local AI Visibility Across Every Client Vertical
Different verticals get cited from entirely different places. ThriveStack citedby tracks buyer prompts across 10 AI engines tailored to the specific directory and review signals each industry demands. Click any vertical below to inspect how AI recommends your clients.
“best pediatric dentist open saturday for toothache”
“who is the best car accident lawyer in Denver on contingency”
“who does 24 hour heat pump emergency repair near me”
“best storm damage roofing contractor with lifetime warranty”
“24 hour plumber burst pipe denver reviews”
“best med spa for laser skin resurfacing and Botox clinic reviews”
“top listing agent for historic homes with lowest days on market”
“urgent care open Sunday that takes Blue Cross Blue Shield”
“licensed electrician 200 amp panel upgrade cost and reviews”
“best farm-to-table private dining with vegetarian options”
“nearest urgent care clinic location open now in metro area”
Dental SEO AI Visibility Framework
ChatGPT synthesizes emergency availability and bedside manner from patient reviews on Healthgrades and Zocdoc rather than keyword density on dental websites.
- •Dentist & MedicalProcedure schema
- •Zocdoc profile alignment
- •Emergency insurance accepted tags
Run an AI Visibility Audit, Then Fix, Track, and Attribute
Four steps, every one of them per location. A client with nine branches is nine sets of numbers.
- 1Audit
Score Every Domain
20 to 40 buyer prompts per location, 10 engines. See who gets named and who takes the slot.
- 2Fix
Close the Gaps
Schema, answer ready copy, and the exact listings and reviews the engines are citing.
- 3Track
Watch It Weekly
Same prompts, every week, plotted across the service area block by block.
- 4Attribute
Tie It to Booked Jobs
Connect citations to calls, forms and closed work. The number the client renews on.
How to Measure AI Visibility in Ten Minutes
Drop in the domain and branch addresses. ThriveStack citedby builds the prompt set from the category, you edit it with the questions the owner gets on the phone. Understand what AI visibility means for local search.
- Six engines, every location, one run
- Named, position in the answer, or missing
- Every cited source URL stored
- Fix list ranked by which sources keep winning
tracked prompts name
the client at all
Cited instead: yelp.com/denver-plumbers, reddit.com/r/Denver, angi.com. That is the fix list.
Example run. Same 40 prompts, every engine, every week.
AI Visibility Tracking Across Every Location
Same prompt set, every week, from every location. ThriveStack citedby logs which engine named your client, where in the answer they landed, and which pages it cited. Learn about AI visibility tracking methodology.
- Six engines on one weekly schedule
- Position in the answer, not only a mention
- Cited source URLs stored on every run
- Reported as a range, so no false precision
What Moves Brand Visibility in AI Search
Most of what AI answers say about a business comes from somewhere else. ThriveStack citedby kept the cited URLs, so you know which review site, directory or thread to chase first.
- LocalBusiness and FAQ schema generated
- Answer ready page copy for the missing prompts
- Directory and review targets, ranked
- Google Business Profile gaps flagged
77% lives on pages you do not control
Omniscient Digital, 23,000+ citations (Jan 2026). Rounding puts the total at 101%. Every point left of the bracket is a page you can go and earn.
An AI Visibility Platform Priced per Client
Most AI visibility tools were built for a single national brand. Your book has a different shape.
Per location, not per brand
Every branch gets its own prompt set, grid and score.
White label reports
Your logo, your colours. PDF or scheduled email.
Bulk onboarding
CSV import the whole book. Prompt sets built by category.
Priced for a book
Client fifty costs the same as client five.
Citation share more than quadrupled while the retainer stayed the same.
Week 3 schema and listings shipped. Week 7 reviews off Google started.
Example report shape. Validated across active client cohorts.
“Client retainers moved from defensiveness to expansion as soon as we started reporting AI visibility alongside traditional local maps.”
Managing Director, Multi-Location Agency Partner
Agency Retainer Economics in the Answer Engine Era
Clients are questioning traditional SEO retainers because rank tracker reports no longer reflect where local consumers actually find contractors, lawyers, and clinics.
Source: BrightLocal Agency Survey & ThriveStack Agency Benchmark. Clients don't want keyword rank reports that don't translate to phone calls. Providing answer engine visibility secures retainers and justifies higher monthly advisory fees.
Compare AI Visibility Tools for Local Agencies
Rank trackers cannot see the answer. Brand tools cannot see the neighbourhood. Here is the same eight point checklist run against all three.
| Capability | Local rank trackers | Brand AI tools | ThriveStackcitedbyBuilt for agencies |
|---|---|---|---|
| Covers | 3of 8 | 0of 8 | 8of 8 |
| What it can see | |||
| Map pack rank grid | ✓ | ✗ | ✓ |
| Prompt runs per location, not per brand | ✗ | Per brand only | ✓ |
| Competitor coverage map by area | ✗ | ✗ | ✓ |
| What it hands you to fix | |||
| Cited source URLs stored | ✗ | Some engines | ✓ |
| Schema and answer ready copy | ✗ | Suggests only | ✓ |
| Attribution to booked jobs | ✗ | ✗ | ✓ |
| How it runs across a book | |||
| White label client reports | ✓ | ✗ | ✓ |
| Priced for a 50 client book | ✓ | Per brand seat | ✓ |
Brand AI tools score zero because four of the eight are partial: per brand only, some engines, suggests only, per brand seat. Partial does not survive a fifty client book.
How to Package Answer Engine Optimization Services
Sell it as a tier on top of the local retainer, priced per location. Lead with the audit. It is a small yes that hands you a fix list you already priced. Discover more in our guide to answer engine optimization.
AI Visibility Audit
One off, per location
- 20 to 40 prompts, 10 engines
- Named or missing, per prompt
- Competitors taking the slot
- Ranked fix list with cited URLs
Foundation
Monthly, per location
- The audit, re-run weekly
- Schema and answer ready copy
- Profile and listing fixes
- White label monthly report
Growth
Monthly, per client
- Everything in Foundation
- Review generation off Google
- Directory and mention building
- Attribution to booked jobs
Packaging shape. Set your own rates against the client's average job value.
How to Fund AI Visibility Across Your Agency Roster
Get started for $1 on your first client domain with coupon 1stMonth-OneDollar. Add an AI search audit line item to client retainers for immediate positive gross margin.
Source: ThriveStack Partner Economics. An agency can package citedby tracking directly into existing local SEO packages, generating positive cash flow from day one with zero software overhead.
How Do Leading Local SEO Agencies Adapt to Generative AI Search?
Leading local SEO agencies adapt to AI search by expanding client retainers beyond traditional Google Business Profile management. Rather than solely tracking map pack rankings, modern agencies monitor entity citations across ChatGPT, Perplexity, and Google AI Overviews, audit regional web citations, implement local schema markup, and attribute AI referrals directly to client phone inquiries.
AI Local SEO Questions Agencies Ask
What is local SEO AI visibility?
How often a local business gets named and cited when someone asks an AI engine for a recommendation. Measured per location, on a fixed prompt set, run on a schedule.
Does ranking in the map pack mean I show up in AI answers?
No. Whitespark found AI Overviews on 68% of local business queries and map packs on 39%. The two surfaces read different sources, so a client can hold the top map spot and be absent above it.
Do Google reviews still help with AI visibility?
They help the map pack and Google's own AI surfaces. ChatGPT and Perplexity cannot read inside Google's review wall, so a business with reviews only on Google is invisible to those engines. See our research on how Reddit and third-party forum citations feed AI answers.
Which signals move brand visibility in AI search the most?
Off site ones. Ahrefs studied 75,000 brands and found brand web mentions correlated 0.664 with AI Overview visibility, against 0.218 for backlinks. Follow our step-by-step playbook on how to increase AI visibility within days to see the exact off-site citation levers.
How often should AI visibility tracking run?
Weekly, same prompt set, per location. Answers change between runs, so ThriveStack citedby reports a range across runs rather than one score to the decimal.
Can I white label the reports?
Yes. PDF with your agency logo, one page per location or one roll up per client. Cited source URLs included, so the fix list ships with the report.
How should I price answer engine optimization for local clients?
Per location, as a tier on top of the local retainer. Paid audit, then foundation, then growth. Set rates against the client's average job value.
Recommended Intelligence & Playbooks
Practical guides and empirical research to accelerate client deliverables and navigate AI engine citations.
Winning AI Visibility Within Days →
Rapid execution playbook for agency teams to diagnose crawler blocks, craft schemas, and establish brand entities.
Citation ResearchReddit for SEO & AI Citations →
How community conversations on Reddit and niche forums directly feed LLM recommendation engines.
Market ShiftSurviving The SaaSapocalypse →
Understand the macroeconomic transformation away from per-seat subscriptions and blue links toward synthesized AI answers.
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Get your prompts
Use our prompt research to build high-intent local prompts across client service areas. We map your client's business, service areas, and local rivals, then generate the exact localized prompts high-intent buyers run in AI engines.
Run them free, or let us run them for $1
Run the prompts yourself for free. Or use code
1stMonth-OneDollarto pay $1 for your first month (normally $35 a month). We run them often, compare your clients against local competitors, and hand you the specific actions to win and get cited by AI.Connect your data when you're ready
Later, connect
Google Search Console, your server logs for bot crawls, and
See rapid increase in your brand's AI visibility in 2-3 months
AI search engines refresh knowledge bases, citation sources, and bot crawls progressively over 60 to 90 days as local entity citations, directories, and verified NAP data propagate.