Seo Flow
Run an evidence-backed SEO workflow that ties public ranking and AI-overview claims to cited sources instead of hand-wavy optimization advice.
Overview
seo-flow is an agent skill most often used in Launch (also Grow) that structures SEO reasoning around a maintained bibliography of retrievable search-industry sources.
Install
npx skills add https://github.com/agricidaniel/claude-seo --skill seo-flowWhat is this skill?
- Bibliography-first discipline: web sources with retrieval dates for public SEO and SERP behavior claims
- Curated citations covering AI Overview CTR impact, local Maps Pack behavior, and Bing share references
- Synced from AgriciDaniel flow repo under CC BY 4.0 with dated manifest-style source tracking
- Supports AEO-oriented planning by grounding answers in retrievable third-party research rather than opinion
- Bibliography lists multiple web sources with retrieval date 2026-04-25 in the synced excerpt
Adoption & trust: 901 installs on skills.sh; 8.5k GitHub stars; 1/3 security scanners passed (skills.sh audits).
What problem does it solve?
You are planning SEO or GEO tactics but cannot trust agent answers that lack dated citations as AI Overviews and CTR dynamics shift.
Who is it for?
Indie publishers and SaaS marketers who want research-linked SEO flows compatible with Claude SEO tooling and answer-engine optimization thinking.
Skip if: Operators who only need a technical site audit checklist with zero emphasis on sourced market statistics or bibliography maintenance.
When should I use this skill?
User is executing Claude SEO flow work that requires sourced public claims about rankings, CTR, local search, or AI summaries.
What do I get? / Deliverables
Recommendations and content briefs reference the skill’s bibliography so claims about clicks, local packs, and engine share are traceable to named sources.
- SEO recommendations or narrative copy that references the skill bibliography entries
- Traceable source list for public CTR, local, and market-share assertions
Recommended Skills
Journey fit
Spans multiple journey phases - primary shelf plus alternate fits below.
Search visibility work clusters in Launch when you are trying to get found organically and in AI-augmented SERPs. SEO subphase is the canonical home for flow-style skills that govern how claims, bibliographies, and search behavior statistics inform strategy.
Where it fits
Prioritize pages and snippets knowing AI Overview presence may depress position-one CTR.
Frame AI-search answers using Pew and Ahrefs-retrieved claims with explicit dates.
Refresh editorial calendar when local Maps Pack click-share stats inform brick-and-mortar angles.
Contextualize Bing versus Google share before investing in secondary-engine distribution.
How it compares
Citation-grounded SEO workflow skill—not a hosted rank-tracking SaaS or generic keyword stuffing checklist.
Common Questions / FAQ
Who is seo-flow for?
Solo builders and small SEO practitioners who want agent guidance aligned to publicly citable search-behavior research.
When should I use seo-flow?
At Launch when shaping organic and local SEO strategy; in Grow when refreshing content priorities as AI summaries change click patterns; when drafting GEO/AEO pages that must cite real studies.
Is seo-flow safe to install?
The excerpt is documentation-heavy with external URL references; review the Security Audits panel on this page and verify the full skill package in the upstream repo before granting broad network tools.
SKILL.md
READMESKILL.md - Seo Flow
<!-- Source: github.com/AgriciDaniel/flow | License: CC BY 4.0 | Synced: 2026-04-26 --> --- title: "Bibliography" description: "Bibliography" updated: 2026-04-25 tags: - references --- # Bibliography This bibliography lists the sources used for public claims. Web sources include retrieval date. PDF sources include hash and page count from the canonical manifest. ## Web Sources - https://ahrefs.com/blog/ai-overviews-reduce-clicks-update/ | retrieved 2026-04-25 | used for: 58% lower average CTR for position-one content when an AI Overview is present, using December 2025 Ahrefs data - https://backlinko.com/google-user-behavior | retrieved 2026-04-25 | used for: 42% of local-query searchers click inside the Google Maps Pack - https://gs.statcounter.com/search-engine-market-share/all/worldwide/2025 | retrieved 2026-04-25 | used for: Bing March 2026 share: 5.13% worldwide; 9.85% United States all-platform search share - https://support.google.com/business/answer/10515606?hl=en | retrieved 2026-04-25 | used for: 70% more likely to visit; 50% more likely to consider purchasing - https://www.brightlocal.com/resources/local-seo-statistics/ | retrieved 2026-04-25 | used for: 39% - https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/ | retrieved 2026-04-25 | used for: 8% with AI summary vs 15% without AI summary - https://www.searchenginejournal.com/state-of-seo/ | retrieved 2026-04-25 | used for: 77.9% worry about AI reducing website clicks - https://www.sec.gov/Archives/edgar/data/1652044/000165204426000018/goog-20251231.htm | retrieved 2026-04-25 | used for: 73.2% of FY2025 revenue from Google advertising: $294.691B / $402.836B - https://www.semrush.com/blog/semrush-ai-overviews-study/ | retrieved 2026-04-25 | used for: 33.75% to 31.53% - https://www.seoclarity.net/research/analysis-of-top-cited-pages-from-chatgpt | retrieved 2026-04-25 | used for: 25% of top 1,000 cited URLs have zero organic visibility in Google ## PDF Sources - PPC_Trends_2026.pdf | tier A | pages 30 | sha256 `609cbad8786070cf40290a86bdc9c16d5c5530b0460b91eb9f82fc14fe4d8122` | action: extract-and-consider - SEJ_LeveragingGenerativeAI_F.pdf | tier C | pages 86 | sha256 `26985b1ebdbd1b725b3a78bd4b26bd576c89dab7fdd19c4dfed06f8e697bda4c` | action: extract-and-consider - SEJ_SEOInTheAgeOfAI_F.pdf | tier C | pages 78 | sha256 `a7142071e46c7461ef263ed5ac7da0e343f83d900e9c3ea74b18e05c8364311f` | action: extract-and-consider - SEJ_State_of_AI_in_Marketing_F.pdf | tier C | pages 13 | sha256 `c099f7700d58b40f8c55e408c58f65f71ad5bc8981d266d3701363308cebb9af` | action: extract-and-consider - SEJ_StateofSEO2026.pdf | tier A | pages 31 | sha256 `4cf17f9eb89a911ab17a9faf90f3d0069af8e4acc12a77d86023d0b318577791` | action: extract-and-consider - SEJ_UX&SEO.pdf | tier C | pages 24 | sha256 `8ac6a00e5cc1763191d852072d0f8e4223598a7c61ce52b84834840ba02850b9` | action: extract-and-consider - SEO Books/CallRail_X_SEJ_BetterLeadsMoreSales_2025.pdf | tier B | pages 20 | sha256 `1126aa175b8486dbe36bc6dcd83728cc2e93505545d11d6f16568ac90ef2e733` | action: extract-and-consider - SEO Books/Hobo-Beginner-SEO-2025.pdf | tier B | pages 52 | sha256 `eb16d509a75235adc0bdb3bf6e49d4e57044053a409f657c219dacea10da3355` | action: extract-and-consider - SEO Books/Hobo-Strategic-AiSEO-2025.pdf | tier B | pages 294 | sha256 `7885d7bd3cbe4e480c018b97640119f94d7f20744bcbfeb24ba9efee34f1442f` | action: extract-and-consider - SEO Books/SEJ_B2B_Lead_Generation_F.pdf | tier C | pages 61 | sha256 `12bf9f5317fcc91bc94cf720f3a7522422526468c240691392054b408c7b9075` | action: extract-and-consider - SEO Books/SEJ_PPC_Experts_Tips_2023.pdf | tier D | pages 57 | sha256 `4d3a4db69556115b25f5bda9afc1ccb5affbdfbd419691ec99f998510329fee8` | action: extract-and-consider - SEO Books/SEJ_SEO_Audit_2023.pdf | tier D | pages 76 | sha256 `965ed0e620cd5624815530d8f7609d1d9ba44968da8189e3589f18224ebeab87` | action: extract-and-consider - SE