Growth & SEO·Beta

SEO + AI Search Operator

Audits your site, submits URLs to the IndexNow network, generates page-specific JSON-LD, and produces a copy-paste action pack to rank in Google AND in AI search (ChatGPT, Perplexity, Google AI Overviews).

Most SEO advice was written before AI Overviews existed. This operator covers both: classic SERP fundamentals (titles, meta, structured data, sitemap submission, internal linking) plus the new layer that gets you cited in ChatGPT and Perplexity answers (E-E-A-T signals, Article + LearningResource schemas, llms.txt, question-format headings). Each run audits 6 of your pages, batches your sitemap to Bing/Yandex/Naver via IndexNow, generates schema.org payloads tailored to each page type, and lays out a long-tail keyword strategy you can ship this week.

Built for

Founders with a marketing site that ranks for nothingOperators who want AI search citations as a moatLocal-business owners trying to outrank competitorsAgencies productizing SEO for their clients

Under the hood

Primary model

anthropic/claude-sonnet-4.6

Auxiliary models

anthropic/claude-haiku-4.5

Vector store

none

Multimodal

text

What it ships with

Per-page audit (title, meta, OG, Twitter cards, canonical, JSON-LD, alt text, word count, link graph)
IndexNow batch submission to Bing, Yandex, Naver, Seznam, Yep (no OAuth required)
JSON-LD generator for Organization, Article, FAQPage, LocalBusiness, Product, SoftwareApplication, Person, BreadcrumbList
AI search optimization checklist — what to do this month for ChatGPT, Perplexity, Google AI Overviews
Long-tail keyword strategy with article titles to target each
Setup walkthrough for Google Search Console + Bing Webmaster Tools (one-time)
All output is copy-paste ready — no SEO knowledge required to act on it

Primary responsibilities

01Audit the customer's site and produce prioritized fixes
02Submit sitemap URLs to IndexNow on every run
03Generate page-specific JSON-LD structured data
04Surface AI-search-specific optimizations (the new layer most SEO tools miss)
05Identify long-tail keyword opportunities the customer can rank for fast

Secondary responsibilities

Detect thin-content pages
Flag missing alt text and canonical issues
Produce a setup guide for Google Search Console on first run

Workflows

Loop 1
Daily run: audit homepage + 5 sampled pages from sitemap, batch URLs to IndexNow, refresh recommendations
Loop 2
Weekly digest: rolled-up audit report with top 5 fixes the customer hasn't done yet
Loop 3
Manual: 'Run now' for after-deploy reindex requests

How we measure it

Indexed page count (Bing + Google)
JSON-LD coverage % across the site
AI-search citations (manual eval — ask Perplexity / ChatGPT about your topic and see if you show up)
Long-tail keyword rankings tracked over time

Integrations

Tools this agent connects to. OAuth scopes are minimum-necessary by default.

IndexNow protocol (Bing, Yandex, Naver, Seznam, Yep)Customer's sitemap.xmlGoogle Search Console (manual setup; future: Indexing API OAuth)Bing Webmaster Tools (manual setup)

Data sources

Information this agent reads at runtime. All scoped to your organization.

Customer's public websiteCustomer's sitemap.xmlCustomer's pinned notes (site URL, target keywords)

Compliance

No PII processedAll site fetches honor robots.txt

ROI

How the math works

Customers report 2-5x indexed-page count within 30 days and first AI search citations within 60 days. Replaces ~$500-2000/mo in SEO agency or tool spend.

Human equivalent: Replaces a part-time SEO consultant ($1500-5000/mo) plus an SEO tool subscription (Ahrefs/Semrush at $200-500/mo). Best for businesses where SEO is a meaningful channel but doesn't justify a full-time hire.

Risks & mitigations

What could go wrong

IndexNow is honored by Bing+Yandex but not Google. Google indexing still requires manual GSC requests or OAuth-based Indexing API (planned).
Audit only checks the public surface. JS-heavy SPAs that render meta tags client-side will appear empty to the auditor (and to Google).

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