AI RECOMMENDATION INTELLIGENCEobserve → explain → act → prove

See who AI recommends instead of you — and what to change.

See whether AI recommends your company, who appears instead, and which sources support the answer. Get clear next steps and compare before and after changes.

MEASURE

real buyer answers

FIX

approved changes

PROVE

the same intent after

FROM QUESTION TO DECISION

Illustrative journey · not a measured AI result

See the answer. Understand the opportunity.

Illustrative example01 / 04

A buyer might ask

Which company should I choose for my needs?

Possible recommendation · Illustrative example

Your live report replaces this illustration with observed answers.

Check my company

What should we measure?

Free sample · no payment card · no site access

Only observed answers and verifiable sourcesFailures and missing signal never become ‘zero visibility’

EVIDENCE, NOT A SCORE

See the decision trail, not just a visibility number.

Promptence keeps the buyer question, observed AI answer, source evidence, brand outcome, approved change and comparable remeasurement connected in one chain.

These fields populate only from an observed scan — without decorative scores or invented domains.

  1. 01

    Buyer intent

    The original question, market, category and context are retained as frozen intent.

  2. 02

    AI answer

    The answer remains tied to the exact AI surface and model.

  3. 03

    Sources

    A domain appears only when a source is actually returned in the observation.

  4. 04

    Brand decision

    Brand presence, competitors and missing signal are stored separately.

  5. 05

    Diagnosed gap

    A hypothesis is not presented as fact: the diagnosis stays tied to evidence.

  6. 06

    Approved change

    Only an approved change with scope and ownership enters the change set.

  7. 07

    Remeasure

    The same intent is measured again; delta uses comparable observations only.

PROMPTENCE MEASURES ITSELF

A public baseline before the success story.

On 10 September 2026, Promptence published a dated visibility baseline for its own brand before broader authority and distribution work. The baseline stays public so future gains must be shown as deltas, not rewritten history.

Open the public baseline

Dogfood case · real dated observation · not a fabricated customer result

01

Observed baseline

First-party Promptence pages were discoverable, while sampled exact-brand searches did not surface a mature independent Promptence footprint.

02

Changes after baseline

Structured data, About and Methodology pages, sitemap and llms.txt references, internal trust links, and dedicated AI-visibility education pages were added.

03

Next proof

Remeasure the dated sample and report what changed — including no change — without turning a narrow sample into a universal claim.

LOCAL AI VISIBILITY

When location changes the answer, measure the geographic context.

Promptence measures whether a local business enters AI recommendations for city, district, nearby and service-area buyer questions. It records who appears instead, what source evidence is exposed, and how the same demand changes after improvements.

Local search signals are inputs. AI recommendation visibility is the outcome we measure.

Maps, reviews, directories, first-party pages and local listings are part of the public evidence ecosystem. Promptence measures whether that combined footprint translates into observed AI recommendations — then helps diagnose the gaps.

SIGNAL → RECOMMENDATION

What Promptence adds on top of local SEO

Local SEO, maps and reviews help create public signals. Promptence tests the next layer: when a buyer asks an AI system who to choose, does your business enter the recommendation set, which competitors appear instead, and what evidence can be observed behind that answer?

LOCAL BUSINESS EXAMPLES

Restaurants & cafesClinics & dentalSalons & wellnessHotels & staysRetail & showroomsAuto servicesReal estateHome & professional services
LOCAL INTELLIGENCE MATRIX
Populated by a live local scan

Geographic context

01

City, district and service area come from the scan input.

Observed shortlist

02

Brand and competitor names appear only after an observed answer.

Source evidence

03

A domain appears only when the provider returns source evidence.

Define the local intent

Measure questions shaped by city, district, service area and nearby intent.

Capture the recommendation set

See which businesses AI recommends, who replaces you, which sources are exposed and whether your brand enters the shortlist.

Remeasure the same context

Improve the relevant public signals, then remeasure the same geographic demand and compare persisted before/after evidence.

Local AI Visibility

Promptence measures observed AI behavior. It does not guarantee rankings, citations, recommendations, leads or revenue.

Measure Local AI visibility

EXECUTION CONTROL

Promptence can implement approved changes — then verify what actually shipped.

Self-serve plans focus on measurement, monitoring and diagnosis. A Managed Implementation Sprint turns an evidence-backed gap into an approved change set, executes it across controllable brand surfaces, verifies publication and remeasures the same buyer intent.

See managed implementation
01

Measure

02

Diagnose

03

Approve

04

Implement

05

Verify

06

Remeasure

CHANGE SET

CS-024 / ENTITY-SOURCE

STATE

APPROVED

CONTROL

EXECUTION READY

AUTHORIZED EXECUTION SCOPE

01

Website and CMS changes: content, page structure, FAQs, comparison and service pages

IN SCOPE
02

Buyer-facing positioning, evidence, entity clarity and source signals

IN SCOPE
03

Technical and structured-data changes inside the approved scope

IN SCOPE
04

Authorized brand profiles and other controllable digital surfaces where access is available

IN SCOPE

VERIFICATION

PUBLICATION VERIFIED

Does Promptence actually implement the changes?

Yes. A Managed Implementation Sprint can include hands-on implementation across the website and other authorized digital surfaces when the required access is available. Self-serve customers can also implement Promptence recommendations with their own team.

Promptence operates only on approved surfaces with authorized access. Third-party media, closed AI systems and external websites remain outside our control; rankings, citations and recommendations are measured, not guaranteed.

NEXT

Verify

THEN

Remeasure

THE BUYER JOURNEY CHANGED

Your next customer can form a shortlist before ever opening your website.

AI answers are becoming part of research and vendor selection. The commercial question is no longer only whether you rank in search — it is whether your company is present, credible and competitive inside the answers buyers use to decide.

Invisible demand

High-intent questions can happen without creating a website visit, so ordinary analytics may never show the missed opportunity.

Competitor capture

A competitor can repeatedly occupy the recommendation slot even when your product or service is a legitimate fit.

No proof after changes

Without a baseline and repeatable measurement, teams cannot tell whether content, authority or technical changes actually moved the answer.

HOW PROMPTENCE WORKS

One commercial loop from observation to measurable follow-up.

Promptence keeps every stage explicit so you can see where data ends and a recommendation begins.

01

Discover

Define the market, category and buyer-intent questions that represent a real purchase decision.

02

Measure

Run repeated provider-specific observations and retain answer text, citations, mentions, failures and provenance.

03

Diagnose

Compare recurring competitors, source patterns and your own website evidence before prioritizing a cause.

04

Improve + remeasure

Approve the change set, implement what is supported, then measure the same intent again to prove the delta.

WHAT YOU ACTUALLY GET

Not another generic SEO report. A working evidence package for a commercial decision.

The output is designed to be useful to a founder, marketing lead, agency or operator — not just readable by an SEO specialist.

AI recommendation baseline

A provider-specific picture of where your company is observed, missed or inconsistently present.

Competitor pressure map

Which companies repeatedly appear for the same buying questions and where the signal is strongest.

Prioritized change set

A short list of evidence-backed actions separated from assumptions, with approval before execution.

Before / after proof

The same buyer intent measured again after implementation, with failures and conflicting evidence still visible.

BUILT FOR HIGH-VALUE CHOICE

Best when one new customer is worth enough to care who AI recommends.

Start with one market and one buying decision. Expand only after the measurement is useful.

B2B SaaS
Real estate
Clinics & aesthetics
Professional services
Education
Hospitality
Agencies
Technology companies

EVIDENCE BEFORE CLAIMS

The sales promise is deliberately narrower than the product ambition.

Promptence can measure, diagnose, help execute and remeasure. It does not control third-party AI systems and does not sell guaranteed rankings.

Provider provenance

API measurements remain labelled as the exact provider/model surface that produced them.

Failures stay failures

A timeout or failed observation is not silently converted into zero visibility.

No invented causality

A competitor mention is evidence of an observation, not automatic proof of why it happened.

FAQ

Questions a buyer should ask before paying for AI visibility work.

Run the free check
Is this the same as SEO?+

No. Search remains important, but Promptence focuses on how your company is represented inside measured AI answer surfaces and how that changes after approved work.

Does Promptence guarantee ChatGPT or other AI rankings?+

No. No third party can honestly guarantee a position inside an external AI system. Promptence sells measurement, evidence, implementation quality and remeasurement.

Do you need access to my website for the free check?+

No. The free check uses company, domain, market and category context. Deeper implementation access is requested only when a scoped change actually requires it.

Can I start without a subscription?+

Yes. The free signal is the smallest step. A full audit can be purchased as managed work, and monitoring becomes useful when you want ongoing measurement.

Which AI providers are measured?+

The product has provider-specific API adapters for OpenAI, Gemini, Anthropic and Perplexity. A provider is only presented as measured after a completed persisted run exists for that provider.

What happens after the audit?+

You receive evidence, competitor context and prioritized actions. You can implement them yourself, work with Promptence on execution, or keep only the monitoring layer.

PRICING

Choose what you need to know — and what you need to change.

Free gives you an initial signal. Monitor tracks change. Growth diagnoses why you win or lose. Pro adds governed execution and before/after verification.

Built for local businesses too. Start with the free Local Scan. Monitor is for recurring change detection; Growth is for root-cause and source diagnosis; Pro is for teams that want governed implementation and verification. Business size alone does not determine the plan.

FREE SIGNAL

Free AI visibility check

One company · small live buyer-intent sample

PLATFORM · SELF-SERVE

OBSERVE

Monitor

Track whether AI recommendation visibility changes, which competitors appear instead, and how the same buyer-demand portfolio moves month to month.

Best when you need a stable monthly watch on one company, market or local demand set.

$39/mo

  • 1 company / workspace
  • 25 frozen buyer-intent queries
  • 1 independent model Recall surfaces
  • 5 × 1 grounded source-backed queries
  • Monthly comparable monitoring on the same portfolio
  • Local city and district buyer-intent queries included — no extra plan
Choose plan
Recommended

DIAGNOSE

Growth

Go beyond monitoring with full root-cause diagnosis, source intelligence, a prioritised remediation backlog and controlled remeasurement.

Best when you need to understand why competitors win and what source or entity gaps to fix next.

$129/mo

  • 1 company / workspace
  • 50 frozen buyer-intent queries
  • 3 independent model Recall surfaces
  • 10 × 3 grounded source-backed queries
  • Monthly comparable monitoring on the same portfolio
  • Full root-cause diagnosis and source intelligence
Choose plan

ACT + PROVE

Pro

Turn diagnosis into approval-gated implementation, verification, controlled remeasurement and before/after evidence.

Best when diagnosis must move into an approval, implementation and verification workflow.

$349/mo

  • 1 company / workspace
  • 50 frozen buyer-intent queries
  • 4 independent model Recall surfaces
  • 20 × 3 grounded source-backed queries
  • Monthly comparable monitoring on the same portfolio
  • Full root-cause diagnosis and source intelligence
Choose plan

MANAGED WORK

This is optional scoped team work, not a required product tier. It covers research, diagnosis, approved implementation and controlled remeasurement, and is appropriate for a local business only when the scope and economics justify managed execution.

SERVICE SCOPE

MANAGED WORK

MANAGED WORK

Free gives you an initial signal. Monitor tracks change. Growth diagnoses why you win or lose. Pro adds governed execution and before/after verification.

MANAGED WORK

AI Demand Audit

Broader earned-AI measurement, competitor evidence, paid-opportunity mapping and prioritized diagnosis.

from $1,500

Request

MANAGED WORK

Implementation sprint

Approved changes, execution support and controlled remeasurement.

from $3,500

Request

MANAGED WORK

AI Demand & Revenue Infrastructure

Earned + paid AI measurement, implementation infrastructure, attribution and operating cadence for teams that need Promptence embedded into growth operations.

from $7,500

Request
Checkout confirms the current catalog price. If the live catalog is temporarily unavailable, approved launch prices remain visible instead of showing a technical outage.

FULL AI VISIBILITY AUDIT

Give us one company, one market and one commercial goal.

We scope the audit around a real buying decision, then return evidence, competitor context and a prioritized next move instead of a generic report.

01

Scope

Market, category and buyer intent

02

Measure

Provider-specific repeated observations

03

Deliver

Evidence, priorities and next actions

FULL AI VISIBILITY AUDIT

READY WHEN YOU ARE

If AI helps buyers choose, you should know whether it chooses you.

Start with a free signal. Pay only when the evidence justifies deeper measurement, implementation or monitoring.

PROMPTENCE

Promptence measures third-party AI API surfaces at a point in time. It does not control or guarantee rankings, citations, recommendations, leads or revenue.