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Communications consistency checker

Public materials contradict approved company facts. Finds factual inconsistencies across channels against a controlled company record.

PR and CommunicationsWritersExecutives and StrategyOperationsEvidence review and quality assurance workspace

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Demo screen of Communications consistency checker
Opportunity8Very strong
Problem7High pain
Feasibility8Straightforward
Why now7Good timing
💰 Investment$7,000 MVP$24,500 for the full product
🛠️ Build effort3/1015 days of creation time, MVP in 3 days
⚙️ Running costs$990–$1,960/moat about 50 customers
🧠 Right for you?Check your fitTen questions, instant answer

01The offer

For brand governance teams at multi-location organizations, turn owned websites, approved fact sheets and announcements into communications inconsistency report. Address the recurring problem: public materials contradict approved company facts. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.

For
Brand governance teams at multi-location organizations
Takes in
Owned websites, approved fact sheets and announcements
Delivers
Communications inconsistency report
Message
Communications consistency checker for brand governance teams at multi-location organizations. Finds factual inconsistencies across channels against a controlled company record. Demonstrate the claim through a company-fact consistency audit.
Lead magnet
A company-fact consistency audit

02How it works

  1. Extract repeated claims
  2. Compare dates and numbers
  3. Identify outdated bios
  4. Distinguish audience variations
  5. Link source evidence
  6. Track fixes

Workflow

Agree review criteria, ingest a sample, generate candidate findings, inspect supporting evidence, let reviewers confirm or dismiss each item, assign corrections, and recheck the affected material. Start with owned websites, approved fact sheets and announcements and finish with communications inconsistency report.

AI and people

Propose possible inconsistencies, omissions and rubric matches. Combine extraction with deterministic checks where rules are explicit. Reviewers make the final judgment. Keep false positives and missed cases visible during evaluation.

Screens

Key screens: Claim inventory, contradictions, correction queue. Open on a review queue ordered by reviewer-selected priorities. Show each finding beside the original evidence and applicable rule. Provide accept, dismiss and needs-information controls with reasons. A separate report view summarizes confirmed findings and unresolved items, not raw AI flags. In this product, the first view is claim inventory, followed by contradictions and correction queue.

Admin

Versioned review criteria, evidence links, reviewer decisions, disagreement handling, correction assignments, recheck status and exportable review history.

03Market gap

Alternatives buyers use today

Manual reviewers, checklists, generic scanning tools and specialist audit services. Differentiate on this specific proposed advantage: finds factual inconsistencies across channels against a controlled company record. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.

Where this wins

A domain-specific review rubric and rights-cleared examples of confirmed defects, false alarms and reviewer reasoning. For this solution, build around finds factual inconsistencies across channels against a controlled company record. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.

04Why now

PR and Communications teams are adopting AI for exactly this kind of repeatable work, and the cost of language and vision models has dropped far enough that a narrow, reviewed workflow pays back quickly. The buyer already feels the problem: public materials contradict approved company facts.

05Proof & signals

Channels where buyers gather: Brand governance consultants. Metrics that prove it works: Confirmed contradictions, correction completion.

Paid pilot

Have a qualified reviewer independently assess the same sample. Compare confirmed findings, false alarms and omissions. Repeat on unseen material before agreeing recurring volume. For this solution, use owned websites, approved fact sheets and announcements and evaluate communications inconsistency report. Agree success thresholds with the buyer before starting; collect a baseline for confirmed contradictions, correction completion. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.

06Execution plan

MVP

Begin with brand governance teams at multi-location organizations and one recurring use case. Build the first two modules: extract repeated claims; compare dates and numbers. Provide operator assistance for the third module: identify outdated bios. Deliver communications inconsistency report through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.

First 30 days

Week 1: interview five prospective buyers in this segment: brand governance teams at multi-location organizations. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: a company-fact consistency audit. Week 3: present it through brand governance consultants and seek one narrowly scoped paid pilot. Week 4: review confirmed contradictions, correction completion, total delivery effort and a concrete renewal decision before increasing scope.

After the pilot

After paid pilots establish value, automate the remaining modules: distinguish audience variations; link source evidence; track fixes. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.

Retention

Offer recurring reviews and rechecks of previously confirmed issues. Expand document or case types after validating the new rubric with qualified reviewers.

Integrations

Approved company facts, permitted media sources and publication workflows. Source repositories, task trackers and report exports. Keep findings as review proposals until authorized owners accept the resulting actions. These are candidate integration categories, not verified supported connectors.

07Investment and running costs

PhaseScopeTimeBudget
MVPOne buyer segment, one recurring use case; first modules: extract repeated claims; compare dates and numbers. Manual review in the loop.3 days$7,000
Paid pilotAccounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.4 days$7,500
Full productRemaining modules: distinguish audience variations; link source evidence; track fixes. Self-serve onboarding, billing, monitoring and the wider integration set.8 days$10,000
Total$24,500
RunningHostingAI usageTotal a month
MVP and paid pilot (about 3 customers)$30–$60$80–$160$110–$220
Full product (about 50 customers)$110–$210$880–$1,750$990–$1,960

Revenue model to test

Test USD 500-2,000 for a defined audit sample and report. Offer recurring review priced by reviewed items and specialist hours. Software-only access can follow a reliable reviewed service. All prices require validation.

Cost drivers

Document or media processing, model evaluation, expert review, false-positive handling, rechecks and customer-specific rubric calibration.

Safeguards

Verify public facts and quotations. Keep publication authority explicit and preserve the original context behind media and reputation findings. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.

Take it further

Concept proposal expanded from the 315-solution conversation. Demand, pricing, differentiation, build scope and integration feasibility are hypotheses, not verified market findings. Category link is inspiration rather than evidence of business viability.