# HarperFlow

> HarperFlow is a publishing pipeline that automatically researches, writes, and publishes GEO-optimized (Generative Engine Optimization) blog articles to a business's own website — currently Webflow — tuned so the business gets mentioned and cited by AI search tools like ChatGPT, Perplexity, Claude, and Google's AI answers. The owner approves every article before it goes live.

Key facts:
- HarperFlow is a full pipeline (find opportunities → research with real citations → write structured articles → map CMS fields → schedule and publish → learn from what's published), not a writing tool you operate.
- Articles are built to be cited: answer-first summaries, FAQs, tables, 8–12 cited sources per article, structured metadata, and schema markup.
- A human approves or vetoes every article before publication. Nothing publishes silently.
- Plans: Solo (single site, monthly or annual) and Agency (multi-brand portfolio with consolidated billing).
- Integration: Webflow — HarperFlow publishes GEO-optimized articles directly into your Webflow CMS.
- Founded by Hesham Mashhour; operated by Better Brain Lab LLC. HarperFlow is run on its own blog and research before it is offered to customers.
- HarperFlow publishes original, measured research on AI citations — with public datasets and a verification script — at https://www.harperflow.io/geo-research.

## Product

- [Home](https://www.harperflow.io/): What HarperFlow does and why AI search changes content strategy
- [Features](https://www.harperflow.io/features): The full pipeline — discovery, research, citations, publishing, memory
- [Pricing](https://www.harperflow.io/pricing): Solo and Agency plans
- [Free GEO Audit](https://www.harperflow.io/geo-website-audit): Free audit of how visible a website is to AI search engines

## Guides

Long-form, sourced guides that answer high-intent Webflow and GEO questions — the same standard HarperFlow publishes to.

- [Generative Engine Optimization (GEO)](https://www.harperflow.io/generative-engine-optimization): What GEO is, how it differs from SEO, and how AI engines choose what to cite
- [Webflow SEO](https://www.harperflow.io/webflow-seo): What Webflow handles out of the box, a free checklist to close the gap, and how to automate publishing
- [Webflow CMS](https://www.harperflow.io/webflow-cms): How Collections really work, the real limits and pricing, the API, and when not to use it
- [Webflow AI](https://www.harperflow.io/webflow-ai): Webflow's native AI, the third-party AI tools for Webflow content, and how to use AI without shipping slop
- [The Webflow Blog Guide](https://www.harperflow.io/webflow-blog): Setting up a Webflow blog, structuring it to rank and get cited, and keeping it shipping
- [LLM SEO](https://www.harperflow.io/llm-seo): How large language models choose what to cite, and how to get your pages into AI answers
- [SEO Automation That Publishes](https://www.harperflow.io/seo-automation): What SEO automation can and can't do, and why publishing — not auditing — is the step that saves time
- [AI Search Optimization Tools](https://www.harperflow.io/ai-search-optimization-tools): An honest, sourced roundup of AI-search visibility tools and what each does

## Research — the 2026 AI Citations series (original data, public datasets)

Measured reports on who AI engines recommend and cite. Every figure recomputes from the released CSVs; the dataset and verification script are free to download from the hub. Source-level findings are Perplexity-only (n=39) because ChatGPT and Gemini do not expose citations — each report labels its scope.

- [GEO Research hub](https://www.harperflow.io/geo-research): All reports plus the downloadable dataset (queries, answers, citations, SERP capture) and verify-numbers.py
- [The 2026 State of AI Citations](https://www.harperflow.io/state-of-ai-citations): 39 buyer questions × 3 engines — all three shared even one pick just 56% of the time; full lists overlapped ~7% (July 2026)
- [In Every Room, Never on the Podium](https://www.harperflow.io/never-on-the-podium): Reddit appeared in 87% of Perplexity's answers and was the top-cited source for none of them (July 1, 2026 snapshot)
- [Can Your Own Site Get Cited by AI?](https://www.harperflow.io/can-your-site-get-cited-by-ai): 31% of top-cited pages are the brand's own; FAQ blocks and data tables were the only trait that separated them at significance (p=0.004)
- [One Engine's Favourite, Everyone Else's Unknown](https://www.harperflow.io/one-engines-favourite): 79% of 646 brands are named by exactly one engine; only 8% by all three
- [The Reddit Collapse](https://www.harperflow.io/the-reddit-collapse): Identical 39 questions, 15 days apart — Reddit fell from 87% of answers to 18% while every structural finding held (July 16, 2026)
- [The Webflow Agency AI Visibility Index](https://www.harperflow.io/webflow-agency-ai-visibility-index): 50 Webflow buyer questions produced 376 named providers; only Finsweet and Flow Ninja are known to all three engines
- [The Webflow Agencies AI Recommends Most](https://www.harperflow.io/webflow-agencies): The ten agencies AI engines name most when buyers ask who to hire on Webflow

## The Dead Internet Report

A running series measuring famous internet properties collapsing as AI eats the human web. Every figure recomputes from public data (Stack Exchange API, public market data, Wikimedia pageviews); the dataset ships from the hub.

- [The Dead Internet Report](https://www.harperflow.io/dead-internet): Six measured collapses, one cause, one public dataset
- [The Great Stack Overflow Collapse](https://www.harperflow.io/dead-internet/stack-overflow-collapse): Monthly questions fell ~98.5% since ChatGPT — 109,301 to 1,624
- [The Chegg Collapse](https://www.harperflow.io/dead-internet/chegg-collapse): Down 99% from its 2021 peak; half its value lost the month it named ChatGPT
- [The Shutterstock Collapse](https://www.harperflow.io/dead-internet/shutterstock-collapse): From $121 to about $5 a share as generative image AI commoditized stock photos
- [The Fiverr Collapse](https://www.harperflow.io/dead-internet/fiverr-collapse): Flat for two years after ChatGPT, then down 71% as AI learned to do gig work
- [The Quora Collapse](https://www.harperflow.io/dead-internet/quora-collapse): Public interest down ~43% since 2022 as ChatGPT answered the questions
- [The Getty Images Collapse](https://www.harperflow.io/dead-internet/getty-images-collapse): Sued generative AI in two countries, lost the case and 98% of its value

## Documentation

- [Docs hub](https://www.harperflow.io/docs): 50 guides across 7 categories — the product, GEO fundamentals, platform connections, billing
- [What is GEO?](https://www.harperflow.io/docs/what-is-geo)
- [GEO vs. SEO](https://www.harperflow.io/docs/geo-vs-seo)
- [How AI search cites content](https://www.harperflow.io/docs/how-ai-search-cites-content)
- [Structured content principles](https://www.harperflow.io/docs/structured-content-principles)
- [How Autopilot works](https://www.harperflow.io/docs/how-autopilot-works)
- [Measuring GEO success](https://www.harperflow.io/docs/measuring-geo-success)

## Comparisons

- [Compare hub](https://www.harperflow.io/compare): Honest comparisons against ten AI content tools, sourced and dated
- [vs. Jasper](https://www.harperflow.io/compare/jasper)
- [vs. Copy.ai](https://www.harperflow.io/compare/copyai)
- [vs. Surfer SEO](https://www.harperflow.io/compare/surferseo)
- [vs. Frase](https://www.harperflow.io/compare/frase)
- [vs. Clearscope](https://www.harperflow.io/compare/clearscope)
- [vs. Soro](https://www.harperflow.io/compare/soro)
- [vs. BabyLoveGrowth](https://www.harperflow.io/compare/babylovegrowth)
- [vs. AthenaHQ](https://www.harperflow.io/compare/athenahq)
- [vs. Otterly](https://www.harperflow.io/compare/otterly)
- [vs. Profound](https://www.harperflow.io/compare/profound)

## Blog

- [Blog](https://www.harperflow.io/blog): Research-backed articles on GEO, AEO, and AI search
- [Generative Engine Optimization: the complete definition](https://www.harperflow.io/harperflow-blog/generative-engine-optimization-the-complete-definition)
- [Keyword research for AI search: a GEO-ready framework](https://www.harperflow.io/harperflow-blog/keyword-research-for-ai-search-a-geo-ready-framework)
- [How to measure AI search referral traffic, step by step](https://www.harperflow.io/harperflow-blog/how-to-measure-ai-search-referral-traffic-step-by-step)

## Company

- [About](https://www.harperflow.io/about): Who builds HarperFlow and why — founded by Hesham Mashhour (Better Brain Lab)
- [Reviews](https://www.harperflow.io/reviews): Honest proof today, and real customer reviews as they arrive
- [Contact](https://www.harperflow.io/contact)

## Optional

- [Privacy Policy](https://www.harperflow.io/privacy-policy)
- [Terms of Service](https://www.harperflow.io/terms-of-service)