https://solcrys.com/ SolCrys helps marketing teams turn AI answer gaps into governed content, citation, and marketplace actions they can approve, ship, and verify. en-us Fri, 03 Jul 2026 12:00:00 GMT https://solcrys.com/e-e-a-t-for-ai-search/ https://solcrys.com/e-e-a-t-for-ai-search/ E-E-A-T isn't dead in AI search, it moved. The four qualities still decide whether AI recommends you, but they're no longer signaled on your own page, they're established across the sources the model trusts. How each of experience, expertise, authoritativeness, and trust relocates for AEO. Citation & Source Influence Fri, 03 Jul 2026 12:00:00 GMT https://solcrys.com/owned-earned-paid-ai-visibility/ https://solcrys.com/owned-earned-paid-ai-visibility/ The owned/earned/paid split you use for marketing maps onto AI visibility with one twist: the hierarchy flips. In an AI answer, trust runs inverse to control, the sources you own are trusted least, the independent ones you can't buy are trusted most. A map of each layer and where to focus. Citation & Source Influence Thu, 02 Jul 2026 12:00:00 GMT https://solcrys.com/do-sponsored-articles-move-ai-answers/ https://solcrys.com/do-sponsored-articles-move-ai-answers/ A sponsored article on TechTarget, Forbes, or CIO.com can change what AI says about you, but not the way a paid-media plan assumes. It works only when the domain is one the model already cites and the content reads as editorial, not an ad. Then it's a corroboration asset, not impressions. How to tell the difference, and measure it. Citation & Source Influence Thu, 02 Jul 2026 12:00:00 GMT https://solcrys.com/your-best-proof-is-private/ https://solcrys.com/your-best-proof-is-private/ There's a specific reason your 'why we're the best' page does nothing in AI answers, and why a great specialist product stays invisible: the model discounts what you say about yourself, and your real proof happens in private chats and emails it can't read. How to move the private conclusion your customers already reached into public, in their words. Citation & Source Influence Thu, 02 Jul 2026 12:00:00 GMT https://solcrys.com/aeo-for-pr/ https://solcrys.com/aeo-for-pr/ Earned media is the single most powerful AEO lever a brand has, because it's the corroboration layer AI trusts, but PR measurement wasn't built to see it. How comms teams measure whether a campaign, announcement, or media hit actually changed what AI says, with a clean before/after. Buyer Guides Thu, 02 Jul 2026 12:00:00 GMT https://solcrys.com/why-ai-ignores-your-star-rating/ https://solcrys.com/why-ai-ignores-your-star-rating/ You can rank #1 on Google Maps and still be invisible when someone asks ChatGPT for the best business in your category. The reason is specific: an AI assistant can't quote a star rating, it can only summarize review text. Here's why star-only reviews are a blank to an LLM, and the fix. Citation & Source Influence Thu, 02 Jul 2026 12:00:00 GMT https://solcrys.com/ai-recommendation-score/ https://solcrys.com/ai-recommendation-score/ AI can name your brand and recommend a rival in the next sentence. The Recommendation Score grades every AI answer 0-100 on how favorably it positions you across ChatGPT, Gemini, Perplexity, Google AI Overviews and Claude, plots you against every competitor, and shows the verbatim line behind every point. Measurement Wed, 01 Jul 2026 12:00:00 GMT https://solcrys.com/ai-citation-variance-spend-decision/ https://solcrys.com/ai-citation-variance-spend-decision/ The contested-vs-settled signal tells you which AI queries are winnable. This is how to act on it: measure the noise floor per query, classify each query's phase, route each phase to a different move, and avoid the trap that wrecks the whole thing, mistaking a query that's dying for one you're losing. Measurement Sun, 28 Jun 2026 12:00:00 GMT https://solcrys.com/ai-source-incentive-map/ https://solcrys.com/ai-source-incentive-map/ AI leans on third-party sources to decide what's true about your brand, but those sources aren't neutral. Each one carries an incentive that predicts the way it bends the truth about you. How to read the source set behind your AI answers as an incentive map, and win the sources whose incentive aligns with you. Citation & Source Influence Sat, 27 Jun 2026 12:00:00 GMT https://solcrys.com/schema-markup-for-ai-search/ https://solcrys.com/schema-markup-for-ai-search/ Schema markup helps AI engines parse and classify your brand, and makes you eligible for richer treatment. It does not, on its own, get you cited or trusted. The honest, complete guide to structured data for AEO: what it does, what it doesn't, which types matter, and how to ship it so it moves the answer. Citation & Source Influence Fri, 26 Jun 2026 12:00:00 GMT https://solcrys.com/fix-wrong-fact-in-ai-answer/ https://solcrys.com/fix-wrong-fact-in-ai-answer/ An AI engine is stating a wrong price, a dead feature, or a bad comparison about you, and there's no one to email. The wrong fact is a relayed source. Here's how to find it, fix it or outweigh it, and re-test until the answer flips. Risk Monitoring Fri, 26 Jun 2026 12:00:00 GMT https://solcrys.com/grounding-depth-ai-brand-accuracy/ https://solcrys.com/grounding-depth-ai-brand-accuracy/ AI answer accuracy about your brand is only as good as the truth you grade against. A thin baseline context catches crude contradictions; a deep, cited, current source of truth catches drift — and the claims a shallow context is silent about. Risk Monitoring Tue, 23 Jun 2026 12:00:00 GMT https://solcrys.com/managed-corporate-context/ https://solcrys.com/managed-corporate-context/ SolCrys auto-generates a baseline Corporate Context on every plan — the right start. For multi-brand, multi-region, and regulated companies, the source of truth grounding AI answers has to go deeper — broadly researched, claim-by-claim verified, and kept current. That's Managed Corporate Context. How SolCrys Works Tue, 23 Jun 2026 12:00:00 GMT https://solcrys.com/answer-accuracy-coverage-gap/ https://solcrys.com/answer-accuracy-coverage-gap/ An accuracy check can only catch deviations from what your source of truth records — and only on the questions you grade. Here are the two coverage gaps that turn 'all green' into false reassurance, and how to close them. Risk Monitoring Tue, 23 Jun 2026 12:00:00 GMT https://solcrys.com/aeo-web-traffic-attribution/ https://solcrys.com/aeo-web-traffic-attribution/ Most traffic from AI recommendations arrives as branded search, not a referral click, so analytics undercount AEO. What it does to web traffic, why the visits are higher-quality, and how to attribute it to pipeline. Attribution & ROI Tue, 23 Jun 2026 12:00:00 GMT https://solcrys.com/survivor-pages-ai-content-template/ https://solcrys.com/survivor-pages-ai-content-template/ In the AI-answer era your informational pages weren't penalized, they were absorbed. The pages that survived are your new content brief. One question tells you which. Strategy & Positioning Mon, 22 Jun 2026 12:00:00 GMT https://solcrys.com/re-run-diagnosis-three-failure-modes/ https://solcrys.com/re-run-diagnosis-three-failure-modes/ A prompt re-run sorts a citation failure into one of three modes - Absent, Mis-described, or Out-competed - and each routes to a different AEO fix. Measurement Mon, 22 Jun 2026 12:00:00 GMT https://solcrys.com/contested-vs-settled-ai-citation-queries/ https://solcrys.com/contested-vs-settled-ai-citation-queries/ Volatile AI-citation queries aren't a maintenance burden. They're contested open slots no source has won yet. How to read variance as a query-selection signal. Citation & Source Influence Sun, 21 Jun 2026 12:00:00 GMT https://solcrys.com/is-ai-telling-the-truth-about-your-brand/ https://solcrys.com/is-ai-telling-the-truth-about-your-brand/ AI answers drop claims you earned, quote prices you retired, and assert things you never said, and that text can be steered on purpose. How to grade every AI answer against your own grounding truth, with receipts. Risk Monitoring Sat, 20 Jun 2026 12:00:00 GMT https://solcrys.com/ai-citation-vs-recommendation/ https://solcrys.com/ai-citation-vs-recommendation/ Getting cited as a source and getting recommended as the pick are two different AI-search outcomes, and they are decoupling. Why most teams track the wrong one, what a 100-query study and our own 5-engine data show, and the KPI to measure instead. Citation & Source Influence Thu, 18 Jun 2026 12:00:00 GMT https://solcrys.com/workspace-setup-best-practices/ https://solcrys.com/workspace-setup-best-practices/ What a SolCrys workspace is, the two ways to create one, and the best practices that keep your AI-visibility measurement clean: scoping the category, when to use multiple workspaces, engines, competitors, Corporate Context, and the prompt set. How SolCrys Works Thu, 18 Jun 2026 12:00:00 GMT https://solcrys.com/are-saas-directory-submissions-worth-it-2026/ https://solcrys.com/are-saas-directory-submissions-worth-it-2026/ Directory submissions to G2, Capterra, and Product Hunt are worth it only where AI actually cites directories for your category. How to test before you submit, with first-party citation data and a one-week checklist. Citation & Source Influence Wed, 17 Jun 2026 12:00:00 GMT https://solcrys.com/what-gets-cited-geo-study/ https://solcrys.com/what-gets-cited-geo-study/ A 252,000-trial study across six LLMs ranks what makes AI answer engines cite a source. Then it anonymizes away the brand trust that decides citations in production. How to read it without over-rotating. Citation & Source Influence Wed, 17 Jun 2026 12:00:00 GMT https://solcrys.com/how-many-runs-until-ai-visibility-trustworthy/ https://solcrys.com/how-many-runs-until-ai-visibility-trustworthy/ A single AI check is one sample, not a measurement. How many repeated runs and prompts you need before an AI-visibility number is trustworthy, with the published evidence on sample size and confidence intervals. Measurement Tue, 16 Jun 2026 12:00:00 GMT https://solcrys.com/local-business-aeo/ https://solcrys.com/local-business-aeo/ For local queries, answer engines build recommendations from directories, reviews, and best-of lists — not your homepage or your Maps pin. Why you can rank #1 on Google Maps and still be invisible in AI answers, and how to close the gap per city and per engine. Citation & Source Influence Tue, 16 Jun 2026 12:00:00 GMT https://solcrys.com/ai-brand-disambiguation-playbook/ https://solcrys.com/ai-brand-disambiguation-playbook/ An AI engine keeps mixing your brand up with a same-name company and citing both. Here's the four-step entity-disambiguation playbook to separate them — without ever naming the other company on your own site. Citation & Source Influence Mon, 15 Jun 2026 12:00:00 GMT https://solcrys.com/ai-citations-consensus-not-authority/ https://solcrys.com/ai-citations-consensus-not-authority/ AI engines don't cite your most authoritative page. They repeat the claim corroborated across the most independent sources. The evidence, our own category data, and what to do instead. Citation & Source Influence Fri, 12 Jun 2026 12:00:00 GMT https://solcrys.com/testable-geo-playbook/ https://solcrys.com/testable-geo-playbook/ AI answers are non-deterministic, so a naive GEO test lies to you confidently. The four test-design rules that decide whether your AI-visibility result is signal or noise: measure a rate, test at the buyer's specificity level, test per language, and sort each cited source by the move. Measurement Thu, 11 Jun 2026 12:00:00 GMT https://solcrys.com/free-aeo-tools-that-fix-not-just-score/ https://solcrys.com/free-aeo-tools-that-fix-not-just-score/ Every free AEO tool in 2026, mapped to Measure → Diagnose → Execute → Verify. Free-forever trackers, one-shot graders, and trials all stop at the score — an honest survey of which (if any) free tier actually hands you the fix. AI Search Tools Thu, 11 Jun 2026 12:00:00 GMT https://solcrys.com/how-ai-describes-your-brand/ https://solcrys.com/how-ai-describes-your-brand/ AI doesn't just decide whether to cite you, it decides what you are, and describes it differently on each engine. How the description forms, why a fix takes weeks to propagate, and how to correct it. Citation & Source Influence Mon, 08 Jun 2026 12:00:00 GMT