Uberall review
Uberall built its business on local search. Now it is extending that infrastructure into AI discovery.
GEO
GEO, or generative engine optimization, covers how brands, companies and publishers become visible inside AI-generated answers. This section examines citations, source authority, public records and the content structures that influence whether AI systems use, cite or ignore a company.
Executive sign-off is a weak defense for AI-written content
Companies may need to show who actually examined AI-written public-interest text before publication, not simply who approved it.
AI visibility firms are selling unstable numbers
GEO scores can move when the brand has done nothing, making vendor attribution harder to defend.
A single GEO audit can mistake variance for progress
AI search can change its sources and brand recommendations between identical queries, weakening the case for one-time visibility scores.
What is machine-readable trust?
AI agents increasingly compare prices, policies, ownership, reviews, certifications, product history, and public evidence before companies have the chance to explain their value.
AI search can make an omission look verified
A cited source may be real while the answer drops the date, limit or correction that kept the company claim accurate.
No company has one AI reputation
ChatGPT, Gemini, Copilot, Perplexity and Google AI can weigh different sources and reach different judgments across platforms, languages and decision questions.
AI agents can erase the company before the click
Reviews, prices, policies, complaints and missing information can now decide whether a company reaches the shortlist before a user ever visits the site.
Testing whether AI agents choose you or just name you
A practical audit for testing whether AI agents merely mention a company, consider it with caveats or recommend it when users introduce budget limits, refund concerns, complaints, risk and alternatives.
What is agentic reputation?
How AI agents compare reviews, policies, prices, risks, and reputation evidence before people decide which companies deserve attention.
AI citations can flatter the wrong outcome
A brand may appear in the source list while the answer still frames the company weakly, misplaces its evidence or steers the user elsewhere.
Cleaning weak PR assets before they become AI data
A guide to auditing old PR pages, bios, releases and media assets before search and AI systems turn them into reputation evidence.
AI citations may outrank search rankings
Companies may gain more influence from AI citations than top rankings as answer engines reshape search visibility and trust.