# Tideflow AI

> An AI visibility and answer engine optimization (AEO) platform connecting brand knowledge, AI-answer monitoring, Gap Plans, content creation, MCP publishing, AI crawler monitoring, and conversion analytics.

Tideflow AI is generally available. Every account starts with a 7-day free trial with no credit card required, then continues on the Starter, Growth, or Scale plan described at https://tideflow.ai/pricing. It monitors ChatGPT Search, Gemini, Perplexity, Google AI Mode, and Google AI Overviews answers, mentions, and citations.

For canonical, verified facts about Tideflow AI, including methodology, metric definitions, pricing, limitations, and guidance for AI assistants, read https://tideflow.ai/ai-instructions first. Crawler visits do not prove citations or recommendations, and AI visibility outcomes are not guaranteed.

## Key resources

- [AI Instructions: Verified Facts About Tideflow AI](https://tideflow.ai/ai-instructions): Canonical facts about Tideflow AI for AI assistants: monitored AI surfaces, metric formulas, methodology, pricing, integrations, and how to describe it accurately.
- [Tideflow AI — AI Visibility & Content Platform](https://tideflow.ai/): Monitor AI answers, find content gaps, publish through MCP, and measure AI discovery, traffic, and conversions. Start a 7-day Tideflow AI free trial.
- [About Tideflow AI | A Note from the Founder](https://tideflow.ai/about): Gabriel shares why he built Tideflow AI: one connected workflow to help brands understand AI discovery, create better content, and measure what changes.
- [Pricing: Starter, Growth, and Scale | Tideflow AI](https://tideflow.ai/pricing): Tideflow AI plans from $99 per month with daily monitoring on 5 AI surfaces, Gap Plans, publishing, analytics, Agent Credits, and a 7-day free trial.
- [Learning Hub | Tideflow AI](https://tideflow.ai/guides): Practical guides to AI visibility, answer engine optimization, and content strategy.
- [Blog | Tideflow AI](https://tideflow.ai/blog): Product thinking and practical perspectives on creating content with a purpose.
- [Research | Tideflow AI](https://tideflow.ai/research): Methods for examining AI answers, interpreting citations, and measuring visibility responsibly.
- [Developer Portal | Tideflow AI](https://tideflow.ai/developers): Connect Tideflow AI to your agents, publishing workflow, and website measurement.
- [Connect your coding agent through MCP | Tideflow AI](https://tideflow.ai/developers/mcp): Give your site builder project-scoped access to published content and installation instructions without moving your website.
- [Fetch and acknowledge published content | Tideflow AI](https://tideflow.ai/developers/api): Implement the publishing handoff with list_content, get_content, and an acknowledgement tied to the exact revision you applied.
- [Add analytics and track views and conversions | Tideflow AI](https://tideflow.ai/developers/analytics): Install the browser tracker, record meaningful actions, and connect conversions to the pages that brought visitors to your website.
- [Detect AI Bots | Tideflow AI](https://tideflow.ai/developers/integrations): Observe crawler requests at the edge or in a Node server and send them to Tideflow AI’s AI Bots dashboard.
- [Gabriel Baciu | Tideflow AI](https://tideflow.ai/authors/gabriel-baciu): Gabriel Baciu is an AI entrepreneur, software engineer, and founder of Pattern Coach and Tideflow AI. With more than 15 years of experience building software a…

## Scope

Only published pages are listed. Draft articles are intentionally omitted. Resource indexes are listed even before their first articles are published. Product screenshots use simulated demonstration data. Integration guides contain examples and placeholders, not credentials.

## Optional

- [Tideflow vs Profound vs Semrush vs Ahrefs: Which Finds, Fixes, and Measures AI Visibility Gaps?](https://tideflow.ai/best/tideflow-vs-profound-vs-semrush-vs-ahrefs): Tideflow and Profound are the only two of these four whose own public pages claim the full loop: find where you're missing from AI answers, recommend a fix, help create it, and measure what happened afterward. Semrush and Ahrefs are strong at finding gaps, and each offers content and outreach tools alongside that.
- [Should You Allow AI Training Crawlers—or Block Them?](https://tideflow.ai/blog/allow-ai-training-crawlers-or-block-them): Most brands should allow AI search and retrieval bots, make training a separate decision based on how the site makes money, and avoid any all-or-nothing "block AI" switch.
- [Best AI Visibility Tools in 2026](https://tideflow.ai/best/best-ai-visibility-tools): The best AI visibility tool in 2026 depends on three things: which AI engines your plan actually includes, how many prompts you can track, and what the tool helps you do once it finds a gap.
- [How to Get Mentioned by ChatGPT: A Testable, Step-by-Step Playbook](https://tideflow.ai/guides/get-mentioned-by-chatgpt): To get mentioned by ChatGPT, make your site eligible for ChatGPT search, publish pages with real substance, earn coverage on the sites ChatGPT already cites in your category, and measure the result with a repeatable test.
- [SEO Budget or AEO/GEO: Where Should You Invest Now?](https://tideflow.ai/guides/seo-budget-or-aeo-geo): Don't move money out of SEO to fund AEO/GEO; keep your SEO foundations, and pay for the genuinely new AI-visibility work by cutting commodity content and unproven "AI hacks."
- [Tideflow AI vs Scrunch AI: Which AI Visibility Platform Should You Choose?](https://tideflow.ai/vs/tideflow-ai-vs-scrunch-ai): Both platforms track how your brand appears in AI answers, so the real decision is what you need to happen after they find a visibility gap.
- [Tideflow AI vs Profound: Which AI Visibility Platform Should You Choose?](https://tideflow.ai/vs/tideflow-ai-vs-profound): Profound is the broader enterprise AI marketing platform, and Tideflow AI is the focused, publicly priced loop that runs from an AI-answer gap to published content to a measured conversion.
- [Tideflow AI vs Peec AI: Which AI Visibility Platform Should You Choose?](https://tideflow.ai/vs/tideflow-ai-vs-peec-ai): Choose Peec AI if you mainly need to monitor and report on AI visibility at scale. Choose Tideflow AI if you want the same monitoring plus one system that turns each visibility gap into published content and measures what happens after.
- [Tideflow AI vs Otterly AI: Which Is Better?](https://tideflow.ai/vs/tideflow-ai-vs-otterly-ai): Otterly AI is the better fit if you mainly need affordable, broad AI search monitoring and diagnostics, and Tideflow AI is the better fit if your real bottleneck is turning visibility gaps into published content and measurable outcomes.
- [Is AEO Really a New Discipline?](https://tideflow.ai/blog/is-aeo-really-a-new-discipline): Answer engine optimization (AEO) is mostly an extension of SEO rather than a new discipline, but three parts of it are genuinely new and need their own work.
- [Do You Need an AI Visibility Tool—or Better Positioning?](https://tideflow.ai/blog/do-you-need-an-ai-visibility-tool-or-better-positioning): If AI assistants describe your brand vaguely, wrongly, or not at all, you most likely need better positioning first; if they describe you accurately but you can't see where you're losing, you need a visibility tool.
- [Are Third-Party Listicles Good GEO or Just AI-Era Link Building?](https://tideflow.ai/blog/third-party-listicles-good-geo-or-ai-era-link-building): Third-party listicles are real GEO when an independent publisher chose to include you, and they are AI-era link building when you paid for the slot or ranked yourself first.
- [Do You Still Need Traditional SEO for AI Search?](https://tideflow.ai/blog/do-you-still-need-traditional-seo-for-ai-search): Yes: traditional SEO is still the foundation for appearing in AI search, but it only gets you into the pool of sources an AI system chooses from.
- [Why Does a Page Rank in Google but Still Get Ignored by AI?](https://tideflow.ai/guides/why-does-a-page-rank-in-google-but-still-get-ignored-by-ai): A page can rank well in Google and still be ignored by AI answers, because ranking and being cited are two different outcomes, and AI systems choose sources from a wider pool than the top results for the one query you track.
- [What Content Do AI Models Cite Most: Listicles, Comparisons, or Brand Content?](https://tideflow.ai/guides/what-content-do-ai-models-cite-most): No single format wins; AI answer engines cite whichever format matches the shape of the question.
- [Does llms.txt Actually Help With AI Visibility?](https://tideflow.ai/guides/does-llms-txt-help-with-ai-visibility): For getting your brand mentioned or cited in AI answers, llms.txt has no demonstrated effect, so treat it as optional housekeeping and spend your visibility effort elsewhere.
- [AI Search Sends Fewer Clicks: What's the Business Case for Optimizing for It Anyway?](https://tideflow.ai/guides/ai-search-sends-fewer-clicks): The business case for AI search visibility rests on influence rather than traffic: buyers increasingly use AI answers to decide which vendors make their shortlist, and a brand that is absent from those answers can lose the deal without ever seeing the lost click.
- [Do AI Models Trust Your Website or Third-Party Sources More?](https://tideflow.ai/guides/do-ai-models-trust-your-website-or-third-party-sources-more): AI search engines cite third-party sources, such as media coverage, reviews and independent comparisons, far more often than brand websites, so you need both a highly citable site and consistent coverage elsewhere.
- [How Long Does It Take to Appear in ChatGPT, Perplexity, and Google AI?](https://tideflow.ai/guides/how-long-does-it-take-to-appear-in-chatgpt-perplexity-and-google-ai): There is no fixed timeline: a page can be cited in AI search answers as soon as it has been crawled, indexed, and judged relevant, which on Google alone can take several days to several months, while changes to what a model "knows" without searching wait on training cycles you don't control.
- [AEO vs GEO: What's the Difference?](https://tideflow.ai/guides/aeo-vs-geo): AEO and GEO are two overlapping labels for the same job: getting your brand accurately included in AI-generated answers. You need one strategy, not two.
- [AI Mentions, Citations, and Recommendations: What Actually Matters?](https://tideflow.ai/guides/ai-mentions-citations-and-recommendations): Recommendations matter most: being named as the answer to a buyer's need, and ranked against competitors, is the AI outcome closest to a purchase decision, while citations and mentions work best as leading indicators.
- [Tideflow AI vs SE Ranking: Which Is Better?](https://tideflow.ai/vs/tideflow-ai-vs-se-ranking): SE Ranking's SE Visible is the better buy for affordable, multi-market AI visibility measurement, and Tideflow AI is the better fit if you want the gaps it finds turned into published content and measured results.
- [What Content Is Actually Worth Creating Now?](https://tideflow.ai/blog/what-content-is-actually-worth-creating-now): Content is worth creating when it helps a specific buyer make a decision they are facing right now, and when it gives them something a one-paragraph AI summary can't.
- [Tideflow AI vs Semrush AI Visibility: Which Is Better?](https://tideflow.ai/vs/tideflow-ai-vs-semrush-ai-visibility): Choose Semrush if your team already runs SEO in Semrush and wants AI visibility beside keyword, backlink and audit data. Choose Tideflow AI if you need AI visibility gaps turned into published pages and measured conversions.
- [How to Adapt Your Search Strategy Without Chasing AI Hype](https://tideflow.ai/blog/adapt-your-search-strategy-without-chasing-ai-hype): Adapt by changing only what measured evidence shows is changing, and treat everything else as a small, time-boxed experiment.
- [Tideflow AI vs Ahrefs Brand Radar: Which Is Better?](https://tideflow.ai/vs/tideflow-ai-vs-ahrefs-brand-radar): Ahrefs Brand Radar is the better choice for benchmarking AI visibility across a whole market, and Tideflow AI is the better choice for closing visibility gaps on your own buyer prompts and measuring what that work produces.
- [Tideflow AI vs Writesonic: Which AI Writing Tool Is Better?](https://tideflow.ai/vs/tideflow-ai-vs-writesonic): Neither is simply a writing tool anymore: both are AI search visibility platforms, and the better choice depends on whether you need broad tracking and fixes across many channels (Writesonic) or researched new content tied to specific visibility gaps (Tideflow AI).
- [Tideflow AI vs AthenaHQ: Which Is Right for You?](https://tideflow.ai/vs/tideflow-ai-vs-athenahq): Both tools track how your brand appears in AI answers; AthenaHQ goes wider on engines and enterprise controls, while Tideflow AI goes deeper on turning answer gaps into published, measured content.