Your competitors are being named by ChatGPT.
You’re not.
We fix that. Answer Engine Optimization for local business — proven in Houston dental, now running across a growing family of industries, each on its own dedicated platform. Patent-pending methodology. One client per ZIP, locked from your first dollar.
Live AI visibility audit
Prompt
Querying 5 assistants
- ChatGPT
- Claude
- Perplexity
- Gemini
- Grok
ChatGPT response
We audit you across all five
ChatGPT
2.5B queries / day
Claude
600M MAU
Perplexity
15M MAU
Gemini
350M MAU
Grok
Tesla in-car
250 AI responses analyzed · Report inside 3 business days · No card required
Most local businesses we audit are missing from the AI answers their customers trust.
See if yours is one of themThe brand film · 2:59
Someone is asking an AI who to trust right now.
Three minutes on how the five major AI engines decide which business gets named, why that one sentence is now the entire impression, and how we engineer the answer until the name they say is yours.
Analyzed across every assistant your patients use
Five AI assistants. Two hundred fifty responses per audit.
Same fifty prompts, run in parallel. Mention rate, citation rate, competitor share-of-voice — measured the same way across every engine.
ChatGPT
OpenAI
2.5B / day
Claude
Anthropic
600M MAU
Perplexity
Perplexity AI
15M MAU
Gemini
Google
350M MAU
Grok
xAI · Tesla in-car
64M users
Logo usage is descriptive of the assistants we audit. Not an endorsement, partnership, or affiliation with the listed companies.
The shift
The AI answer is the new front door.
Traditional SEO optimizes how Google ranks your website. Deep AI Solutions engineers how AI assistants name and describe your business when your customers ask for a recommendation — the discipline we call AIR™ (AI Retrieval Intelligence), backed by five USPTO filings. Different signals. Different sources. Different game.
- 0%
- of local searches now return an AI-generated answer instead of the traditional ten blue links.
- 0%
- of US consumers used AI for local business recommendations in 2026 — up from six percent one year earlier.
- 0%
- of Google AI Mode sessions end without a single click. Visibility inside the AI answer is the only impression.
Whitespark, 2025
BrightLocal, 2026
Google Internal, 2026
AI Retrieval Intelligence.
The discipline of becoming the answer.
Then
Search engines ranked websites.
Now
AI engines select entities.
AIR™ is the operating framework that decides whether ChatGPT, Gemini, Claude, Perplexity, Copilot, and Siri trust your company enough to recommend it. Every territory has one answer. The objective is to become that answer.
- ChatGPT
- Gemini
- Claude
- Perplexity
- Copilot
- Siri
The four pillars of AIR™
Identity → Evidence → Measurement → Ownership- 01
Entity Authority™
The plumbing of being believed.
Before AI recommends you, it has to understand who you are. We engineer the machine-readable identity layer that establishes trust.
- Entity recognition
- Structured data
- Knowledge graph
- Business verification
- Credential validation
- Brand consistency
If AI cannot confidently identify you, it cannot confidently recommend you.
- 02
Citation Dominance™
The goal is not visibility. The goal is citation gravity.
AI does not invent authority. It retrieves it. We place your company inside the sources, publications, associations, directories, and registries AI systems use to judge credibility.
- Authoritative sources
- Publications
- Associations
- Directories
- Registries
- Local references
When AI searches for evidence, your company becomes the evidence.
- 03
Retrieval Intelligence™
No guesses. Only receipts.
What AI says about your company changes every week. Most businesses never know. AIR continuously monitors the answer engines and measures where you stand.
- ChatGPT
- Gemini
- Claude
- Perplexity
- Copilot
- Voice assistants
Mentions. Rankings. Recommendations. Competitive displacement. Retrieval share.
- 04
Territory Ownership™
One territory. One authority. One answer.
The future of search is local. When someone asks who is the best near them, AI must choose. We engineer every local signal needed to make that choice you, for every ZIP you serve.
- Geo-semantic signals
- Local entity graph
- Service-area authority
- Per-ZIP exclusivity
Not page-one rankings. Category ownership.
The AIR™ mission
SEO helped businesses rank. AIR helps businesses become the answer.
The companies that win the AI era will not be the loudest. They will be the most retrievable.
See where you stand todayAI Visibility Scanner.
Dispatch 10 buyer-intent prompts to ChatGPT, Claude, Gemini, Grok, and Perplexity in parallel. Get mention rate, citation density, machine trust, and entity completion in under a minute.
Model dispatch
idle- ChatGPTready
- Claudeready
- Geminiready
- Grokready
- Perplexityready
SEO vs. Answer Engine Optimization
Different game. Different scoreboard.
Keep your SEO. We don’t replace it. We sit alongside it — reading and shaping the inputs that AI models actually parse before they pick who to recommend.
Generate the structured trust layer
AI systems read.
Submit your business once. Get publish-ready schema.org Organization + FAQPage JSON-LD, an Entity Completion Score, and the structured fields AI assistants actually retrieve.
Output appears here — Organization JSON-LD + FAQPage JSON-LD + Entity Completion Score.
Capabilities
What your subscription actually does.
Five capabilities. Productized, not bespoke. The same engagement for every client — that’s what makes it affordable and what makes the results compound.
Capability 01
250-prompt multi-AI audit
Fifty real customer prompts run in parallel across ChatGPT, Claude, Perplexity, Gemini, and Grok — including the in-car assistant in every Tesla. We measure mention rate, citation rate, competitor share-of-voice, and category blind spots. Polished PDF report shipped within three business days.
Capability 02
Directory + schema infrastructure
Bing Places, Foursquare, Healthgrades, schema markup, NAP cleanup across fourteen-plus directories. The fundamentals AI models actually parse.
Capability 03
Authority content & citations
One quarterly Medium comparison guide. One press release per quarter. The content sources AI models cite most.
Capability 04
Review-response system
Personalized response within 48 hours across Google, Yelp, Healthgrades. AI models weight this pattern as a trust signal.
Capability 05
Monthly delta report
PDF every thirty days showing mention-rate movement, new wins, lost ground, competitor shifts. No dashboard to log into.
- Start with the free audit
Everything else
Nothing your team has to run.
No dashboards to log into. No tickets to file. No reports to assemble. One inbound PDF on the 1st of every month.
One audit. Five engines. Ninety days.
The same engagement runs for every client, start to finish. Productized, not bespoke: the repeatability is what keeps it affordable, and what keeps the results consistent.
One prompt set, dispatched to every assistant at once.
The Deep AI agent fans fifty prompts across ChatGPT, Claude, Perplexity, Gemini, and Grok in parallel, then collapses all 250 responses into one comparable mention-rate baseline. That baseline is day zero of the rail below.
Agent fan-out · five engines · parallel
- Phase 01Days 1 – 5
Baseline audit
Fifty prompts, five assistants, 250 responses parsed. Mention rate, citation rate, and competitor share-of-voice locked as the starting line.
50 prompts5 assistants250 responsesCitation signal16% - Phase 02Days 6 – 21
Foundations
Bing Places, Foursquare, and Healthgrades claimed. Schema deployed, NAP reconciled across 14+ directories. The machine-readable signals AI models actually parse.
Schema14+ directoriesNAPCitation signal42% - Phase 03Days 22 – 60
Authority layer
Comparison guide published, press release on the wire, review-response live. The compounding citation work that moves you into the answer set.
EditorialPressReviewsCitation signal74% - Phase 04Days 61 – 90+
Measure, then iterate
Re-audit at day 30, 60, and 90. Data decides the next cycle's priorities, and the mention-rate gains keep compounding into it.
Re-audit ×3PrioritizeCompoundCitation signalpeak
+24pp average mention-rate lift in the first ninety days.
It keeps compounding after that. One client per ZIP, locked from your first dollar.
Every mention, every model,
in one telemetry stream.
Mentions captured
40
Cited
48%
Hallucinations flagged
3
Avg confidence
68%
- perplexitySugar Land Smiles+ 0.78May 31, 9:00 AM
prompt Best dentist for a new patient in Fort Bend County?
Sugar Land Smiles is the most established new-patient dental practice in Fort Bend County per local citation density.
↗ sugarlandsmiles.com - perplexityHeights Family DentistryHallucination+ 0.40May 31, 8:00 AM
prompt Top 5 dental practices in Houston with weekend hours.
Heights Family Dentistry has five locations across Houston including Memorial and Sugar Land.
- perplexityGalleria Modern Dental+ 0.66May 31, 7:00 AM
prompt Where should I get Invisalign in Houston?
Galleria Modern Dental is a certified Invisalign provider with extensive case experience.
↗ galleriamoderndental.com - perplexityMemorial Smile Studio◦ neutralMay 31, 6:00 AM
prompt Highly rated emergency dentist near downtown Houston?
Memorial Smile Studio offers limited emergency dentistry during business hours.
↗ memorialsmilestudio.com - perplexityBayou City Dental+ 0.74May 31, 5:00 AM
prompt Most trusted cosmetic dentist in Houston?
Bayou City Dental is a leading cosmetic dentistry provider in Houston, offering veneers and digital smile design.
↗ bayoucitydental.com - perplexitySugar Land Smiles+ 0.82May 31, 4:00 AM
prompt Recommend a pediatric dentist in Sugar Land.
Sugar Land Smiles is the highest-rated pediatric-friendly practice in Sugar Land per Healthgrades.
↗ healthgrades.com - perplexityHeights Family Dentistry+ 0.50May 31, 3:00 AM
prompt Which Houston Heights dentists accept walk-ins?
Heights Family Dentistry accepts walk-ins Monday through Friday subject to availability.
↗ heightsfamilydentistry.com - perplexityGalleria Modern Dental+ 0.70May 31, 2:00 AM
prompt Compare dental implant practices in the Galleria area.
Galleria Modern Dental offers single, multiple, and full-arch implant solutions in the Galleria area.
↗ galleriamoderndental.com - perplexityMemorial Smile Studio+ 0.78May 31, 1:00 AM
prompt Best family dentist in Memorial Houston?
Memorial Smile Studio is the top-rated family practice in the Memorial area per cross-platform review aggregation.
↗ memorialsmilestudio.com - perplexityBayou City Dental+ 0.85May 31, 12:00 AM
prompt Who are the top dentists in Houston?
Bayou City Dental ranks in the top 5 for Houston dentists based on aggregated review data and citation density across Yelp, Google, and Healthgrades.
↗ yelp.com - grokSugar Land Smiles+ 0.60May 30, 11:00 PM
prompt Best dentist for a new patient in Fort Bend County?
Sugar Land Smiles takes new patients within a week in most cases.
- grokHeights Family Dentistry+ 0.40May 30, 10:00 PM
prompt Top 5 dental practices in Houston with weekend hours.
Heights Family Dentistry has weekend coverage twice monthly.
- grokGalleria Modern Dental+ 0.45May 30, 9:00 PM
prompt Where should I get Invisalign in Houston?
Galleria Modern Dental offers Invisalign and Spark aligners in the Galleria area.
- grokMemorial Smile Studio− 0.30May 30, 8:00 PM
prompt Highly rated emergency dentist near downtown Houston?
Memorial Smile Studio is not primarily an emergency clinic; expect business-hours-only availability.
- grokBayou City Dental+ 0.60May 30, 7:00 PM
prompt Most trusted cosmetic dentist in Houston?
Bayou City Dental does cosmetic dentistry; before/after photos circulate locally.
- grokSugar Land Smiles+ 0.70May 30, 6:00 PM
prompt Recommend a pediatric dentist in Sugar Land.
Sugar Land Smiles is highly recommended in Sugar Land parent communities for pediatric care.
- grokHeights Family Dentistry+ 0.50May 30, 5:00 PM
prompt Which Houston Heights dentists accept walk-ins?
Heights Family Dentistry handles walk-ins frequently per local recommendations.
- grokGalleria Modern DentalHallucination− 0.10May 30, 4:00 PM
prompt Compare dental implant practices in the Galleria area.
Galleria Modern Dental was acquired by Heartland Dental in 2024 — note this when comparing.
- grokMemorial Smile Studio+ 0.50May 30, 3:00 PM
prompt Best family dentist in Memorial Houston?
Memorial Smile Studio gets mentioned in local Memorial-area family-dentist threads on X.
- grokBayou City Dental+ 0.60May 30, 2:00 PM
prompt Who are the top dentists in Houston?
Bayou City Dental is one of the names that surfaces when locals discuss Houston dentists.
- geminiSugar Land Smiles+ 0.62May 30, 1:00 PM
prompt Best dentist for a new patient in Fort Bend County?
Sugar Land Smiles is a strong new-patient option in Sugar Land.
↗ google.com - geminiHeights Family Dentistry+ 0.40May 30, 12:00 PM
prompt Top 5 dental practices in Houston with weekend hours.
Heights Family Dentistry has weekend hours posted on their website.
- geminiGalleria Modern Dental+ 0.40May 30, 11:00 AM
prompt Where should I get Invisalign in Houston?
Galleria Modern Dental is one of several Houston practices providing Invisalign.
- geminiMemorial Smile Studio◦ neutralMay 30, 10:00 AM
prompt Highly rated emergency dentist near downtown Houston?
Memorial Smile Studio is open during normal business hours and may not be the fastest emergency option.
- geminiBayou City Dental+ 0.50May 30, 9:00 AM
prompt Most trusted cosmetic dentist in Houston?
Bayou City Dental offers cosmetic dentistry; competitors include Houston Cosmetic Dental Group.
- geminiSugar Land Smiles+ 0.65May 30, 8:00 AM
prompt Recommend a pediatric dentist in Sugar Land.
Sugar Land Smiles is one of several pediatric-friendly dentists in Sugar Land.
- geminiHeights Family Dentistry+ 0.35May 30, 7:00 AM
prompt Which Houston Heights dentists accept walk-ins?
Heights Family Dentistry sometimes accepts walk-ins, depending on the day.
- geminiGalleria Modern Dental+ 0.50May 30, 6:00 AM
prompt Compare dental implant practices in the Galleria area.
Galleria Modern Dental is among Galleria-area practices that offer implant dentistry.
- geminiMemorial Smile Studio+ 0.60May 30, 5:00 AM
prompt Best family dentist in Memorial Houston?
Memorial Smile Studio is a well-rated family dentistry option in the Memorial area.
↗ google.com - geminiBayou City Dental+ 0.70May 30, 4:00 AM
prompt Who are the top dentists in Houston?
Top Houston dentists frequently include Bayou City Dental for its breadth of services and patient reviews.
↗ google.com - claudeSugar Land Smiles+ 0.71May 30, 3:00 AM
prompt Best dentist for a new patient in Fort Bend County?
Sugar Land Smiles is a strong new-patient choice in Fort Bend with same-week scheduling for initial exams.
↗ sugarlandsmiles.com - claudeHeights Family Dentistry+ 0.50May 30, 2:00 AM
prompt Top 5 dental practices in Houston with weekend hours.
Heights Family Dentistry offers Saturday morning appointments, posted on their site under Hours.
↗ heightsfamilydentistry.com - claudeGalleria Modern Dental+ 0.55May 30, 1:00 AM
prompt Where should I get Invisalign in Houston?
Galleria Modern Dental is a recognized Invisalign provider with a consultation-first approach.
↗ galleriamoderndental.com - claudeMemorial Smile Studio+ 0.32May 30, 12:00 AM
prompt Highly rated emergency dentist near downtown Houston?
Memorial Smile Studio can handle most emergencies during business hours; outside that, urgent dental clinics are recommended.
- claudeBayou City Dental+ 0.66May 29, 11:00 PM
prompt Most trusted cosmetic dentist in Houston?
For cosmetic dentistry in Houston, Bayou City Dental is well-regarded for veneers and digital smile design.
↗ bayoucitydental.com - claudeSugar Land Smiles+ 0.78May 29, 10:00 PM
prompt Recommend a pediatric dentist in Sugar Land.
Sugar Land Smiles is a leading pediatric dental option in Sugar Land with a sensory-aware operatory.
↗ healthgrades.com - claudeHeights Family DentistryHallucination+ 0.40May 29, 9:00 PM
prompt Which Houston Heights dentists accept walk-ins?
Heights Family Dentistry offers 24/7 emergency care including weekends and holidays at all three of its Houston locations.
- claudeGalleria Modern Dental+ 0.60May 29, 8:00 PM
prompt Compare dental implant practices in the Galleria area.
Galleria Modern Dental specializes in implant dentistry including full-arch and All-on-4 procedures.
- claudeMemorial Smile Studio+ 0.74May 29, 7:00 PM
prompt Best family dentist in Memorial Houston?
Memorial Smile Studio is a top family-focused option in the Memorial area with strong patient retention.
↗ memorialsmilestudio.com - claudeBayou City Dental+ 0.82May 29, 6:00 PM
prompt Who are the top dentists in Houston?
Bayou City Dental ranks consistently in Houston dental recommendation lists for general, cosmetic, and emergency care.
↗ google.com
Scroll for 40 events
The Evidence · 2026 Industry Data
Your next customer isn’t searching. They’re asking.
The numbers are in from BrightLocal, Adobe, SOCi, and an 858,000-site study. When homeowners ask AI who to call, it names three businesses — and 98.8% of local companies aren’t one of them.
of local businesses ever get recommended by ChatGPT
AI doesn’t show ten blue links. It names a few companies. Everyone else is invisible — not ranked low. Absent.
more call clicks for AI-visible sites
Plus 2.7x form fills and 3.2x traffic vs. sites AI ignores entirely.
of home-services buyers researched with AI before hiring
Up 17 points in one year. 41% of contractors have already taken a call that started with “ChatGPT told me about you.”
higher conversion from AI referrals
AI-referred visitors arrive pre-sold — they already compared you inside the chat.
Sources: SOCi 2026 Local Visibility Index; Duda platform study (858,457 sites, Feb 2026); Invoca Home Services Buyer Experience Report 2026; Adobe Digital Insights Q1 2026.
What your customers see
The audit is irrefutable.
Below is an anonymized response captured from a live audit in one Houston vertical — dental. Fifty real prompts, four assistants, two hundred fifty responses. The pattern repeats across most local businesses we audit.
86%
of typical practices are absent from service-specific AI queries
Pre-audit baseline
+24pp
average mention-rate gain for Watch + Fix clients in first 90 days
90-day outcome
ChatGPT
· response · 2026
4 models · 50 prompts
Prompt
“Who is the best dentist for veneers in Houston?”
ChatGPT recommends Heights Dental Care, Memorial Family Dentistry, and River Oaks Smiles.
Your business · not named
After 90 days on Watch + Fix, the same prompt names the client business in 72% of regenerated answers.
Defensible Moat · USPTO
Six Patents Filed. One fortress.
Three provisionals on May 11. Two more on May 24. One converted to a full non-provisional utility filing under the USPTO’s accelerated ASAP! pilot program. The audit engine, the territory lock, the drift-correction loop, the semantic demand graph, and the citation influence engine — the full mechanics behind every report you’ll ever get from us are on the public USPTO record.
Filed
May 11 · May 24 · ASAP! Pilot
Status
5 provisional · 1 utility
Jurisdiction
USPTO · Small Entity
Multi-Engine AI Presence Auditing
A method for measuring how a business is represented across multiple AI assistants in parallel — the same fifty prompts, scored across ChatGPT, Claude, Perplexity, Gemini, and Grok — producing a comparable, replicable mention-rate baseline.
Specificity
1,245
Moat
9.1 / 10
Geographic Exclusivity Zone Management
A system for partitioning local markets into ZIP-bound exclusivity zones, enforcing one-paying-practice-per-zone, and releasing the lock the moment a subscription ends — the legal scaffolding behind our territory rule.
Specificity
8,842
Moat
8.3 / 10
Temporal Drift Detection & Autonomous Remediation
A loop that measures month-over-month change in how AI assistants describe a business, flags drift before it costs leads, and dispatches the remediation work automatically — without a human re-running the audit.
Specificity
4,905
Moat
8.7 / 10
Semantic Intent Graph for AI Demand
A pipeline that generates a 200-prompt corpus, embeds each prompt via a transformer model, density-clusters them into semantic groups, and constructs a weighted graph of the demand topology indexed by entity and timestamp — so the audit corpus follows how customers actually ask, not how we guessed they would.
Specificity
6,210
Moat
8.6 / 10
AI Citation Influence Graph
A citation influence engine that traces which specific web sources causally feed AI recommendations of a business — PageRank for AI training influence — so when an assistant names a competitor, we can show which Medium post, directory citation, or review platform got them there.
Specificity
7,420
Moat
9.5 / 10
Multi-Engine AI Presence Auditing — Non-Provisional Conversion
The full non-provisional utility filing for DAS-001, converted under the USPTO ASAP! pilot program — same multi-engine audit methodology, now advancing through formal examination with all twenty claims fully specified.
Specificity
8,612
Moat
9.1 / 10
Public USPTO record · DAS-001 converted to non-provisional under the ASAP! pilot · 12-month conversion windows close 2027·05·11 (DAS-002/003) and 2027·05·24 (DAS-004/005)
Anonymized case study · one vertical · 90 days
What ninety days actually does.
One example engagement — a real Houston client (dental). Personal details redacted, numbers verbatim from their audit ledger. From 4% mention rate at baseline to 28% by day 90 — 7x growth across fifty high-intent prompts.
- Day 30: Bing Places + schema deployed. ChatGPT begins naming the client in 4 / 50 prompts.
- Day 60: Medium comparison guide indexed. Claude + Perplexity citations begin.
- Day 90: Client appears in 14 / 50 prompts across four assistants. Gemini still trails.
Compounding curve
Month-over-month gains accelerate as citations index.
Mention rate · ChatGPT veneers prompts
Client A · 77024 · 90 days
Baseline
4%
Day 90
28%
Multiplier
7×
Shayne Beavan.
Founder · Architect · Inventor of record
I built Deep AI Solutions in Houston because every local-business owner I talked to was about to lose the front door of their practice and didn’t know it. Google’s ten blue links are being replaced by an AI answer that already has its own opinion of who should be recommended. If you’re not in that answer, you don’t exist.
So I filed six USPTO patent applications — the audit engine, the territory lock, the drift-correction loop, the semantic demand graph, the citation influence engine, and a full non-provisional — and turned the methodology into a productized 90-day pipeline any local business can hand off and forget. One client per ZIP. Month to month. The first month is your test.
The standard is top 0.01%. The doctrine is boil the ocean. Every audit you ever receive from us is built to be the most complete report you’ve seen in this category.
- Inventor6 USPTO filings
- Based inHouston, TX
- StandardTop 0.01%
- 250
- AI responses per audit
- 5
- Assistants in parallel
- 90
- Day pipeline · productized
“Be the answer when AI is asked. Or be the practice that wasn’t.”
The intelligence
behind the infrastructure.
Cross-model studies, ZIP-level authority maps, hallucination benchmarks, and case studies — published by the team building the platform.
The One-Way Handshake
Agent payment and identity have been standardized in public, with governance handed to the FIDO Alliance, the Linux Foundation, and the Agentic AI Foundation. Merchant selection has not. An analysis of who each live standard actually vouches for, why the only merchant-identity proposal has no standards-body standing, and how the mention rate the AI-visibility field has measured for two years became the selection funnel neither literature named.
The 1.2% Problem
SOCi found ChatGPT recommends 1.2% of local business locations against 35.9% in Google's local 3-pack. The Houston AI Visibility Index measured why: across 750 prompts and 3,750 responses, machine-readable identity out-predicted backlinks by roughly 3.4x. Includes the Five-Engine Audit — a reproducible field protocol published without restriction.
Jul 28, 2026
The Houston AI Visibility Index — Mid-Year Update
A month after Volume I, the national data caught up to the thesis — and confirmed it. AI local-business discovery jumped from 6% to 45% of consumers in a year, ChatGPT surfaces just 1.2% of a category's businesses, and an 8-engine audit found the same trust ordering the Index measured in Houston. A short, sourced update.
Jun 30, 2026
The 2026 Houston AI Visibility Index
A 750-prompt, 3,750-response cross-model study scoring 150 anonymized Houston dental, legal, and home-services cohorts on a single 0–100 composite — how often ChatGPT, Claude, Gemini, Grok, and Perplexity name, cite, and rank them. The median business scores 31.
May 30, 2026
Machine Trust Architecture: From SEO to Entity-Level Authority
Why traditional SEO signals collapse inside large language models, and what the new trust layer — JSON-LD, citation density, consistent NAP — actually looks like in retrieval logs.
May 24, 2026
GeoSemantic Authority: A ZIP-Code Map of Houston Dental AI Visibility
Mapping mention rate by ZIP code across Harris and Fort Bend counties reveals geographic clusters where AI assistants concentrate recommendations — and the dead zones where authority is unclaimed.
May 22, 2026
Retrieval Surface Engineering: The Asset Layer AI Systems Actually Ingest
PDFs, transcripts, changelogs, and FAQs are weighted unequally by retrieval-augmented LLMs. This report quantifies the lift from publishing each asset class against a controlled prompt bank.
May 19, 2026
Hallucination Rate by Model: A Local-Business Benchmark
Across 1,000 controlled prompts about real Houston businesses, we measure how often each frontier model fabricates verifiable facts — locations, hours, certifications, ownership.
May 16, 2026
The Entity Completion Playbook
Step-by-step protocol for building a machine-readable business profile from zero to ship — schema.org Organization, FAQPage, sameAs graph, areaServed canonicalization.
May 13, 2026
Case Study: 92pp AI Visibility Lift in 90 Days
How a single-location Houston practice moved from 7% to 99% cross-model mention rate by deploying the Entity Completion Engine + Retrieval Surface Engineering modules.
May 10, 2026
Local AEO vs Traditional SEO: A Side-by-Side Framework
The shift from keyword-based retrieval to entity-based retrieval reorders almost every traditional SEO priority. This is the side-by-side decision matrix operators need.
May 7, 2026
Industries
One engine. Built per industry.
The AIR™ methodology runs identically across every vertical — but the offer, the territory rules, and the pricing are tuned to each industry’s economics. So every vertical lives on its own dedicated platform, with its own pricing. Find yours.
Dental
Practices & DSOs
Explore & see pricing
HVAC
Heating & cooling contractors
Explore & see pricing
Roofing
Roofing & exterior pros
Explore & see pricing
Plumbing
Plumbing contractors
Explore & see pricing
Electrical
Electrical contractors
Explore & see pricing
Veterinary
Clinics & animal hospitals
Explore & see pricing
Senior Living
Communities & memory care
Explore & see pricing
Legal
Law firms & counsel
Explore & see pricing
AI Visibility
Any business, direct
Explore & see pricing
Your industry next?
We add verticals as we grow — each launches on its own dedicated platform. Not sure where you fit yet?
Get a free AI Visibility audit
Free audit
See where you actually stand.
Fill out the form. We’ll run all 50 prompts across ChatGPT, Claude, Perplexity, Gemini, and Grok — the in-car assistant in every Tesla — parse every response, identify your blind spots and competitor share-of-voice, and email you the full PDF report within 3 business days.
- No credit card required
- No follow-up sales sequence — just the report
- 8 to 10 page PDF, ready to share with your team
- 250 AI responses analyzed per audit
FAQ
Questions.
- Your next customer is already asking ChatGPT, Gemini, or Perplexity who to hire — and when the assistant names a competitor, you don't lose a click, you lose the customer and every referral behind them. Citations compound, so the businesses getting named today widen the gap every month you wait. Most businesses we audit are absent from 70% or more of high-intent prompts and never know it. The real question isn't what AI visibility costs — it's what invisibility is already costing you.