Tag

#geo

11 posts

AI Visibility Tools in 2026: Everyone Measures, Nobody Earns

We pulled the live pricing pages of ten AI-visibility tools on one day — Moz, Profound, Otterly, Peec, Scrunch, AthenaHQ, Ahrefs Brand Radar, Surfer, Searchable and Semrush. The market has standardized on the tracked prompt: $99–189/month buys 50–100 prompts at SMB tier, six of ten vendors hide enterprise pricing behind a sales call, and Claude is the priciest add-on engine. Three vendors sell fixes, but every fix lands on your own site — while the pages AI engines actually cite are overwhelmingly third-party. That lane isn't on any of the ten price lists.

Aug 8, 2026Read article→

Industry Insights

HARO Alternatives in 2026: The Stack That Replaced One Inbox

HARO shut down as Connectively in December 2024; founder Peter Shankman launched the free Source of Sources, and Featured.com relaunched the HARO brand in April 2025. The working 2026 stack: SOS for volume, Qwoted and Featured for authority, #journorequest feeds for speed — plus the uncomfortable truth: AI-generated pitches flooded every platform, so the only pitches that still win citations are built on data you actually own.

Aug 1, 2026Read article→

AI Research

What Is Generative Engine Optimization (GEO)? The Measured Guide

Generative engine optimization (GEO) is making your content likely to be retrieved, used and cited when AI systems generate answers. The KDD 2024 paper that coined the term measured what works across 10,000 queries: quotations +41%, statistics +40%, cited sources +30–40%, keyword stuffing ~nothing — and rank-5 sites gained +115% while top-ranked sites lost 30%. What the paper found, what we've measured running a six-engine monitor (ChatGPT grounded only ~74% of calls), and the two-halves playbook: liftable content on your site, retrievable coverage everywhere else.

Aug 1, 2026Read article→

Comparisons

Profound Alternatives in 2026, Sorted by Your Situation

Profound is the enterprise reference brand for AI visibility monitoring — which is why people shop for alternatives. The map by situation: Peec and Otterly for mid-market, Semrush/SE Ranking/Surfer's new $158 AI Search Analytics plan if you'd rather extend a suite, open-source Elmo to self-host free, Scrunch-inside-Sitecore for CMS-led enterprises, and a free ten-second check before spending anything — gated by three measured tests (grounding ~74%, counts-are-floors, receipts) that the ranking listicles skip.

Aug 1, 2026Read article→

Comparisons

Best AI Visibility Tools in 2026 (AEO/GEO) — With the Numbers Vendors Don't Show

AEO, GEO and 'AI visibility' are three names for one category, and the tools all promise the same dashboard. From running our own six-engine monitor in production: measuring one question across six engines costs 24.5¢ at vendor-billed rates, ChatGPT's API only browses the web on ~74% of calls, and corpus mention counts invert against live answers at both ends. The tier map, the measured cost table, and the five questions that separate real monitors from vibes.

Aug 1, 2026Read article→

Tutorials

What Does AI Say About Your Brand? (And How to See It in Minutes)

What AI says about your brand is whatever ChatGPT, Gemini, Perplexity, Claude and Grok tell buyers who ask about your category — and it's often outdated, wrong, or naming a competitor instead of you. You can see it in minutes by running your buyers' real questions across all five engines. Here's how to check it, what the results mean, and the honest way to change them.

Jul 1, 2026Read article→

Comparisons

How Much Does AI Reputation Management Cost in 2026?

AI reputation management in 2026 splits into four price tiers: one-shot audits ($9–99), self-serve monitoring (~$3–30/mo), AEO monitoring platforms like Profound, Otterly and Peec ($89–499/mo), and full-service ORM agencies ($1,500–10,000/mo). The costliest mistake is buying the wrong tier — most small businesses should start with a one-shot report, not a retainer. Here's what each tier actually buys and who should pay for it.

Jul 1, 2026Read article→

Industry Insights

Google AI Overviews Are Rewriting Your Reputation — Here's What to Do

Google AI Overviews reach 2 billion users and now write a paragraph about you above the links — and a June 2026 German court ruled those words are Google's own content, making it liable for false claims. You can't pay to appear or guarantee what it says. Here's how to check what AI Overviews say about your brand, and how to influence it at the source, honestly.

Jul 1, 2026Read article→

AI Research

How AI Decides Which Brands to Recommend (and How to Get Cited)

AI recommends brands with two engines: training-data recall and live web retrieval — and neither takes payment. Both reward the same thing: a consistent, credible, well-corroborated web presence. Here's how the machinery works, which sources AI cites most (Reddit, Wikipedia, review sites, press), what Princeton's GEO research found makes content citable, and the honest playbook to get named.

Jul 1, 2026Read article→

Comparisons

The Best AI Visibility & Reputation Tools, Honestly Reviewed (2026)

The AI visibility & reputation tool market splits in two: enterprise monitoring platforms ($89–500+/mo like Profound, Peec, Scrunch, Otterly) and cheap one-shot audits ($10–29 like Quoted.so, AuditAE, monitoraeo). We review 11 real tools with a price table, an honest verdict on each, and who they're genuinely for. Most small businesses need a one-shot read first — not a subscription.

Jul 1, 2026Read article→

Industry Insights

AI Reputation Management in 2026: What Actually Works (and What's Snake Oil)

AI reputation management splits in two: measuring what ChatGPT, Gemini, Perplexity and Claude say about you (real and cheap) and 'fixing' it (where the snake oil lives). You can't pay to get listed in ChatGPT, no one can guarantee an AI output, and Google now points deceived businesses to the FTC. What actually moves AI answers is slow, honest work — consistent facts, credible coverage, clear pages. Here's the honest map: what works, what it should cost by tier, and how to hire without getting robbed.

Jul 1, 2026Read article→

← Stork.AI Blog