Infrastructure and SEO

Supabase, edge, Stripe, GEO and AEO, technical SEO, content infrastructure, observability.

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Infra

How to get cited in Google AI Overviews and ChatGPT in 2026

Only 38% of AI Overview citations rank in Google's top 10, and about 12% of ChatGPT, Gemini and Copilot citations do. Six steps to get cited by both.

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Infra

Why my site no longer appears on Google after the redesign

Old URLs with no redirect, a staging noindex left live, wrong canonicals: five causes of a post-redesign drop, a 30-minute test, and what to ask the agency.

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Infra

Cloudflare Workers AI vs the OpenAI API: where each wins

Workers AI bills $0.011 per 1,000 Neurons and runs on GPUs in over 180 cities. Here is where that beats a hosted API, and where it does not.

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Infra

Multimodal GEO: 6 steps to get images and video cited by AI

Only 3 of 6 major AI crawlers read image alt text, and none watch the video on your page. Six steps that move both into the text AI engines read.

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Infra

GEO vs AEO: what actually differs, and what changes in 2026

AEO grew out of featured snippets. GEO came from a Princeton paper at KDD 2024. The mechanics, the crawlers and the reporting split. The checklist does not.

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Infra

Cloudflare AI Gateway: caching, spend caps, dynamic routing

One URL in front of 24 native providers, with per-model cost logs, dollar spend caps and a cache you set from 60 seconds to a month. Core features are free.

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Infra

llms-full.txt vs llms.txt: what each does and when to add it

llms-full.txt is a full-text export of your site; llms.txt is just an index. Here is how they differ, what the 2026 data shows, and when to ship each.

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AI search traffic converts 4.4x better: the SaaS capture playbook

AI answers cut Google clicks to 8% of visits. But AI-referred visitors convert 4.4x better than organic. How SaaS teams capture and measure that traffic.

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Infra

AI Overviews vs AI Mode: why they cite different sources in 2026

Google merged AI Overviews and AI Mode into one search box in 2026, yet they still share only 13.7% of citations. Here is why, and how to earn both.

Infra

Brand mentions vs backlinks: what predicts AI citations in 2026

Ahrefs measured 75,000 brands: branded web mentions correlate 0.664 with AI visibility, backlinks 0.218. Here is what that changes in the work.

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Infra

Stripe Checkout vs Customer Portal: what each one can't do

The Customer Portal updates and cancels subscriptions but cannot create one: that job stays with Checkout. What each owns, and how to wire the two.

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Infra

Sitemap strategy for a large content site: split, index, lastmod

A single sitemap caps at 50,000 URLs and 50MB. Here is how to shard a large blog into a sitemap index, keep lastmod honest, and get new posts crawled in hours.

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