AI-Enriched Business Profiles ✨
ORP can turn reliable public business information and first-party review signals into a richer, more useful profile — with a tailored overview, business topics, services, customer insights and page-specific SEO information.
Useful information first — not AI filler.
ORP's AI Business Profile system is designed to help visitors understand a business. It does not generate thousands of generic paragraphs simply to make directory pages look different. ORP first looks for reliable source material and calculates an SEO Readiness score before AI enrichment is considered quality-ready for display and refresh.
What AI can add to a business profile
Business overview
A factual, readable introduction tailored to the specific business and supported by available sources.
Services & topics
Short, useful labels describing offerings and topics that ORP can support from the source material.
Customer insights
Recurring themes from published ORP reviews when enough review evidence exists.
Page-specific SEO
A tailored SEO title and meta description that describe the actual business instead of relying only on one generic directory template.
SEO Readiness protects content quality
SEO Readiness evaluates whether AI-generated business-profile content is useful enough for publication and refresh. It is a content-quality signal only; ORP does not use it to block search indexing.
Existing business listings are included
The system is not limited to newly added businesses. Existing active ORP listings are placed into a controlled processing queue. ORP handles them in limited batches, prioritizing stronger profiles, and caches successful results so the site does not make an OpenAI request every time someone visits a business page.
If the underlying website/profile/review source fingerprint has not materially changed when a refresh is due, ORP can keep the existing profile and extend its refresh date without paying for another AI generation.
Businesses stay in control of their own facts
Verified owners and managers can open Business Center → AI Profile & SEO to see the generated SEO title, description, overview, detected topics, readiness score, indexing state and refresh schedule. Business-provided fields such as public description, category, address and contact information remain independently editable in the normal Business Profile area.
Transparency matters
Public AI overviews are visibly labeled as ORP-generated. They explain the kinds of sources used and state that the overview is not an endorsement. ORP instructs the AI not to invent awards, prices, ownership, market leadership, customer counts, guarantees or unsupported services.
Three review areas + discovery collections
ORP keeps distinct review areas for Businesses & websites, public/professional People, and Movies. It also provides discovery collections such as Books and Trailers that connect public information back to the relevant profiles. Owner, representative and moderation privileges depend on the profile type; being listed never means ORP endorsement.
Manage received reviews from one place
Verified owners can open Reviews of Your Businesses from My Content, see each review and its conversation, publish or manage the Business response, and report/dispute when appropriate. Report history and administrator resolution notes remain tied to the business.
Detailed movie ratings
Alongside the overall score, a Movie review can optionally rate Story, Acting, Direction, Cinematography, and Music / Soundtrack. Published detailed ratings feed the profile averages when available.
Discovered books enrich People profiles
ORP can discover books connected to People through public bibliographic sources, show them on the author profile and collect them in Books. Records can link to Open Library and, where useful, Amazon. Covers are enriched from supported public sources when available. Books is a discovery feature connected to People; it is not currently a fourth review directory.