Measurable authority.
Documented outcomes.
Every claim on this page is backed by client data from real PearlOS engagements. These are not satisfaction scores. They are measurable changes in AI authority — tracked from Day 1 through Day 90 and beyond.
Across all active engagements.
Averaged at 90 days.
From baseline to competitive
authority in 90 days.
Authority Score is a 0–100 composite metric measured at engagement start, Day 30, Day 60, and Day 90. Most clients enter with a score between 18–35. The 90-day average across all engagements is 86.
All metrics represent averages across HeyPearl client engagements at the 90-day mark. Individual results vary by market, category, and engagement scope.
Real clients.
Documented outcomes.
Client details are anonymized by request. Market context and results are real.
A 12-year veteran with 200+ five-star reviews had zero AI presence. Buyers asking AI who to call for luxury properties in Seattle got three competitor names — never hers. She learned about the gap when a client told her they almost called someone else first.
PearlOS built her entity architecture from scratch: a verified Knowledge Graph record, six Authority Pages targeting luxury buyer queries by neighborhood, and GEO content engineered around the exact prompts her buyers were using.
"I had no idea the gap existed. Now I know exactly where I stand — and so does AI."
The brokerage had 22 agents, strong local reputation, and active social presence. But when buyers asked AI which brokerage to trust in Austin, the AI named four competitors and never mentioned their brand. Individual agents were occasionally cited — the brokerage entity itself was invisible.
Full PearlOS engagement: brokerage-level entity architecture, hierarchical agent connections, brand-level Authority Pages for every major Austin neighborhood, and GEO content targeting "best brokerage in Austin" category queries.
"We went from invisible to the most-cited brokerage in our city. That's not a small thing."
An 8-agent team had strong individual agent profiles but no unified team brand in AI search. When buyers asked AI about the team by name, they got inconsistent descriptions — sometimes individual agents, sometimes nothing. The team's specialization in luxury new construction was completely absent from AI answers.
Hierarchical entity build: team brand as the primary entity, individual agents as verified sub-entities. Specialty Authority Pages for luxury new construction. GEO content targeting buyer queries around new development communities.
"Our team's specialty is now what AI leads with. That's the positioning we've always wanted."
What changes.
What stays the same.
AI engines cannot confidently identify or categorize the business
Buyer queries in the primary market return competitor names
Entity signals are inconsistent across citation sources
No measurement of AI recommendation frequency
Authority compounds for competitors while yours stagnates
AI visibility loss is silent — you find out when leads drop
Verified entity — correctly categorized across all six AI engines
Named as primary recommendation in 14–29+ tracked buyer queries
Knowledge Graph complete, NAP consistent, schema active
AI Visibility monitoring running — changes detected within the cycle
Visibility building monthly as content and signals mature
Clear sight line into share of voice and competitive position
How we measure.
What we hold ourselves to.
Every result reported here is measured against a baseline established on Day 0. We don't report directional trends — we report numbers, and we show where they started.
Baseline Authority Audit
Every engagement begins with a full Authority Score audit — measuring AI recommendation frequency across six engines, entity verification status, Knowledge Graph completeness, and competitive share of voice in the primary market category.
30-Day Foundation Build
Entity architecture, Knowledge Graph registration, and schema deployment happen in the first 30 days. This is the infrastructure layer that every subsequent module depends on.
60-Day Authority Deployment
Authority Pages go live, GEO content begins publishing, and the first AI citation data becomes measurable. AI Visibility monitoring is active across all six engines.
90-Day Review
Full Authority Score re-measurement against baseline. Recommendation frequency, share of voice, entity accuracy, and citation coverage are all compared to Day 1 numbers. This is when results become visible.
Ongoing Growth
Visibility builds monthly as GEO content matures, entity signals strengthen, and AI engines index new authority pages. Post-90-day engagements track continued growth and close emerging competitive gaps.
Six KPIs.
Each one defined.
A 0–100 composite score measuring how well-positioned a business is to receive AI recommendations — entity clarity, content depth, citation signals, and competitive share of voice.
How often a business appears as a recommended answer across a defined set of buyer queries — measured monthly across six AI engines.
The percentage of critical entity signals (name, category, location, expertise, schema, cross-platform consistency) that are verified and correctly mapped.
A business's percentage of AI-generated recommendations in its market category — the primary measure of AI competitive position.
Whether AI engines describe a business correctly — right name, service, location, and positioning. Errors and omissions are tracked and corrected.
The number of distinct buyer queries for which a business is cited as a recommendation — measured by query category, geography, and specialization.
The metrics are the proof.
These are the stories behind them.
"The Authority Score audit showed us exactly what was broken. Six weeks later, AI was recommending us by name. The speed of the change surprised everyone on our team.
"I spent three years building my reputation. HeyPearl spent 90 days making sure AI knew about it. These two things should have happened at the same time.
"The monitoring alone is worth it. We now know what six AI engines are saying about us — and what they're saying about competitors in our market.
These are other businesses'
results.Yours are next.
Book a strategy call. We'll run a live Authority Score audit on your business and show you exactly where you stand — before you commit to anything.