Surfer SEO
SEO content optimization and AI writing based on SERP analysis
A SERP-scrape-to-content-brief tool is buildable, but reliable SERP data, NLP scoring, editor workflow, AI articles, audits, and integrations create ongoing work.
Build verification: not recorded. How we judge buildability
What you give up
- SERP data reliability
- scoring model
- editor UX
- AI article workflows
- integrations
- audits
- support
Why people still pay
They pay because content optimization needs repeatable data and an editor that writers will use.
Your build guide
The stack, security requirements, and agent rules for a focused replacement.
Before you start
- Runtime and tools: Node, TypeScript, better-sqlite3, Cheerio/Readability and a CLI for briefs and draft comparison.
- Before starting: A search-result API account or imported result set, permitted reference URLs and a user-written Markdown draft.
Use these project rules and optional skill references alongside the prompt. Review each skill before adding it to your agent; the AGENTS.md export includes the same guidance.
Project rule — domain: Store QuerySnapshot, ReferencePage, ExtractedSection, BriefRevision and DraftScore; missing pages reduce coverage and cached results retain their age rather than implying current rankings.
Project rule — scope and recovery: Start with a Node CLI and user-reviewed outlines. Scores are heuristics, not ranking predictions; cache hits avoid repeat calls only while valid and do not guarantee zero provider charges.
Project rule — acceptance: One reference page is blocked and a draft repeats every keyword unnaturally; show incomplete evidence and do not reward repetition as demonstrated content quality.
Project rule — delivery: document real setup commands and permissions; do not claim a build, accuracy level, performance result or security certification that has not been demonstrated.
Recommended skill: seo-audit — review crawlability, metadata and evidence-based on-page findings without promising search rankings. Follow the maintainer's installation instructions and match its requirements to the chosen runtime.
Recommended skill: sharp-edges — review configuration and API defaults against the app-specific invariants and recovery boundaries above; this is not a security certification. Follow the maintainer's installation instructions and match its requirements to the chosen runtime.
Implementation plan
Phase 1
Pin the working slice and create its example input: Build a dated content brief from permitted reference pages and compare a user draft against transparent topic/heading coverage rules. Confirm setup: A search-result API account or imported result set, permitted reference URLs and a user-written Markdown draft.
Phase 2
Implement durable result files and command invariants before formatting terminal output: Store QuerySnapshot, ReferencePage, ExtractedSection, BriefRevision and DraftScore; missing pages reduce coverage and cached results retain their age rather than implying current rankings.
Phase 3
Connect CLI commands to real saved state and explicit result/exit statuses. Bound hosts, redirects, page count, body size and timeout. Reject private-network destinations throughout redirects, respect access restrictions and backoff, and distinguish extraction failure from a missing field.
Phase 4
Expose the app-specific limits and recovery path in context: Start with a Node CLI and user-reviewed outlines. Scores are heuristics, not ranking predictions; cache hits avoid repeat calls only while valid and do not guarantee zero provider charges.
Phase 5
Walk through this concrete acceptance case and preserve its exported evidence: One reference page is blocked and a draft repeats every keyword unnaturally; show incomplete evidence and do not reward repetition as demonstrated content quality. Finish the README and backup/restore instructions; report unfinished capabilities explicitly.
Build the following focused alternative to Surfer SEO. This is a deliberately limited personal or small-team substitute, not parity with the paid service. WORKING SLICE Build a dated content brief from permitted reference pages and compare a user draft against transparent topic/heading coverage rules. SETUP AND ARCHITECTURE Use Node, TypeScript, better-sqlite3, Cheerio/Readability and a CLI for briefs and draft comparison. Prerequisites: A search-result API account or imported result set, permitted reference URLs and a user-written Markdown draft. Before integrating anything, record actual versions and permissions, plus model files or provider limits only where used, in the README; make unavailable dependencies visible rather than simulating success. DOMAIN MODEL AND INVARIANTS Store QuerySnapshot, ReferencePage, ExtractedSection, BriefRevision and DraftScore; missing pages reduce coverage and cached results retain their age rather than implying current rankings. IMPLEMENTATION CONTRACT Bound hosts, redirects, page count, body size and timeout. Reject private-network destinations throughout redirects, respect access restrictions and backoff, and distinguish extraction failure from a missing field. Provide documented CLI inputs, progress/status output, reviewable result files and explicit exit codes; do not add a web application. Preserve the last saved state if a job or save fails. Include empty, loading, permission-denied, partial and retryable-error states. Log identifiers and error categories without secret values or unnecessary private content. APP-SPECIFIC BOUNDARY AND RECOVERY Start with a Node CLI and user-reviewed outlines. Scores are heuristics, not ranking predictions; cache hits avoid repeat calls only while valid and do not guarantee zero provider charges. ACCEPTANCE SCENARIO One reference page is blocked and a draft repeats every keyword unnaturally; show incomplete evidence and do not reward repetition as demonstrated content quality. Also resume the configured workflow after an interrupted operation, confirm the saved record/export remains inspectable, and document the recovery action. These are implementation acceptance requirements, not a claim that this guide has been tested. DELIVERY Deliver the CLI/skill folder with its dependency manifest, versioned configuration/result files, a non-sensitive example, setup instructions, exact acceptance commands and a recovery/export walkthrough. Implement the working slice before optional integrations; list any deferred paid-product capabilities honestly. Do not add capabilities outside the working slice just to resemble the original product. PROJECT RULES FOR AGENTS.md Keep the domain invariants above executable at the write boundary. Propose scope changes before adding providers or permissions. Never fabricate source evidence, publish results, identity matches or successful delivery. Preserve user originals and require an explicit confirmation for destructive changes or external publication.
$ open in your agent (prompt prefilled, you press enter), copy the prompt or copy or download AGENTS.md · generated from this app's build plan
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No prior-art project is listed yet. Compare the scoped build with the paid product before choosing.
Surfer SEO pricing
| plan | monthly | annual (per mo) | what you get |
|---|---|---|---|
| discovery | $59/workspace | $49/workspace | 120 documents/year; 10 tracked pages; 1 brand workspace; 1 seat. |
| standard | $119/workspace | $99/workspace | 360 documents/year; 25 AI Search prompts/week; 50 tracked pages; 1 brand workspace; 3 seats. |
| pro | $219/workspace | $182/workspace | 360 documents/year; 50 AI Search prompts/day; 5 brand workspaces; 200 tracked pages; 5 seats. |
| peace of mind | $359/workspace | $299/workspace | Unlimited documents under fair use; 100 AI Search prompts/day; unlimited brand workspaces; 500 tracked pages; 10 seats; API access. |
| ai search analytics | $185/workspace | $158/workspace | 100 prompts/day; 5 brand workspaces.Standalone product configuration shown publicly; other prompt/workspace configurations are dynamic. |
| enterprise | $999/workspace | — | Starts at $999/month with custom documents, prompts, workspaces, tracked pages, seats, API, security, and support.Starting price; annual rate is custom. |
free tierno standing free tier; a trial/start-free path is offered, but public duration and numeric caps were not verified
billingmonthly + annual
hidden costsThe 'unlimited' document allowance is subject to fair use. AI Search Analytics capacity is sold separately or through dynamic prompt/workspace configurations.
pricing sources checked 2026-08-14 · pricing source ↗
Questions about Surfer SEO
Can you build your own Surfer SEO with AI?
Partly. A SERP-scrape-to-content-brief tool is buildable, but reliable SERP data, NLP scoring, editor workflow, AI articles, audits, and integrations create ongoing work.
What does the Surfer SEO build prompt cover?
The prompt starts with this scope: Build a dated content brief from permitted reference pages and compare a user draft against transparent topic/heading coverage rules. Full-product capabilities excluded from the comparison include: SERP data reliability; scoring model; editor UX. Follow the implementation plan and its prerequisites before expanding the build.
How do I use the prompt, AGENTS.md and agent skills?
Start with the Surfer SEO prerequisites and stack, then copy the prompt into your coding agent. Save the project rules as AGENTS.md in the project root. Linked skills are optional packages or source instructions for specific tasks; review their current contents and install only those matching the chosen stack. A skill does not supply API credentials or verify the finished app.
How long will this Surfer SEO project take?
The catalogue estimate is multi-day for the limited scope. Setup, integration approvals, debugging, deployment and ongoing maintenance can add time. This is an estimate, not a delivery guarantee.
What would I give up by replacing Surfer SEO?
SERP data reliability; scoring model; editor UX; AI article workflows; integrations; audits; support. They pay because content optimization needs repeatable data and an editor that writers will use.
What price is this guide comparing against?
The recorded Essential/Standard plan is $99/mo (monthly), checked 2026-07-30. Check the linked pricing source before buying. Building your own also has hosting, API and maintenance costs; the recorded amount is not a guaranteed saving.
What can I use instead of building Surfer SEO?
No alternative is listed in this entry yet. That is a gap in this catalogue, not proof that no suitable product exists. Compare the paid product and the proposed scope before committing to a build.