Shingi / Mudyirwa
Engineering··5 min read

An assistant that answers from your data, not a blog post it read once

In short

PeakRank's per-domain assistant is a Claude-powered assistant grounded in one domain's real search data. Because it answers from your data — not generic training — it gives specific next steps and says so when the data is thin, instead of inventing a trend to please you.

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Most SEO tools share a flaw: they show what happened and leave the hardest part — what it means and what to do — to you. The per-domain assistant I built into PeakRank exists to close that gap. It answers questions about your site, from your data, in plain English.

Why 'per-domain' matters

It's not a generic chatbot you ask for SEO tips. It's grounded in a specific domain's rankings, citations and traffic, so it answers from what's true for you. That grounding is the point: a general model will invent a plausible trend; a grounded one tells you what your data says, and flags when the data is thin.

The questions worth asking it

  • Why did my traffic change last week? — it correlates the move with ranking and citation shifts.
  • What should I publish next? — it reads your gaps and picks the highest-value topic.
  • Which page is closest to ranking and worth refreshing? — often a faster win than writing new.
  • Where am I losing to a competitor in AI answers? — the specific questions where you're absent.

Take whatthewordsays.org: its audience jumped from 6,746 unique visitors in April to 12,708 in May. The useful question isn't 'did it go up?' — the chart shows that. It's 'which content and citations drove the step-change, so we do more of it?' That's what the assistant answers from the underlying data.

The goal isn't a smarter dashboard. It's ending every week knowing your three best next moves — and starting them.
FAQ

How is this different from asking ChatGPT for SEO tips?

A general chatbot doesn't know your data, so its advice is generic. The per-domain assistant is grounded in your actual rankings, citations and traffic, so its answers are specific to your site.

Is my data safe?

Yes — PeakRank is built POPIA-aware: what the assistant can see, why, and with what consent is part of the design, and it's grounded so it answers from your data rather than guessing.

Build with me

Want a platform like PeakRank Digital built for you?

I design and ship cloud-native products end to end — architecture, data, security and a front end your users actually want to use — and make sure they get found on Google and cited by AI search. If you have a product in mind, or want your brand visible across SEO and GEO, let's talk.

General: hello@shingi.tech · Enquiries: info@shingi.tech · Based in Cape Town, South Africa · available worldwide (remote)

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Written by Shingi Mudyirwa

Software developer and cloud engineer in Cape Town. CTO at SubSaharaData, founder of PeakRank Digital, and director of WhatTheWordSays.

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