All comparisons

SitePerfector vs ChatGPT

ChatGPT can read one search results page. It cannot see search volume, your site, or who holds a topic across all the queries in it.

ChatGPT has been able to search the web since 5 February 2025, so it can fetch a results page and tell you what is on it. It cannot measure search demand, it has never seen your site, and it reads one query at a time rather than a whole topic. SitePerfector does those three things, and shows the data behind each one.

$7 today · then $39/mo · cancel anytime

app.siteperfector.com
SitePerfector topic tree: the topics you can own, in order, with the competitors named

SitePerfector: themes, topics and pages for one market, with the decision per topic.

Who each one is for

ChatGPT

General assistant

Anyone who wants a fast thinking partner for brainstorming, outlines, first drafts, and an explanation of any SEO idea at whatever level they need it. OpenAI sells it as a general assistant, not as an SEO product. If you publish a few times a year and like doing your own research, a good prompt covers most of the job.

SitePerfector

Topic-first SEO

Site owners and small teams who want that speed with search data attached. You get demand taken from keyword data, the live results read across a whole topic, and your own pages laid over the map, with the reasoning shown so you can check every call. We use language models too, for drafting once the topic is decided.

How the two approaches differ

Keyword tools hand you data and leave the decision to you. Topic-first SEO hands you a decision, with the reason and the competitors named. The method itself is explained in Topic-first SEO: what it is and why it works. This page only shows the contrast.

ChatGPT

You start with

A prompt, and whatever the model can pull in. With search on it fetches a results page for one query: about ten links and their titles.

You publish

The page the conversation landed on. That conversation cannot tell you how many people search for it, or which sites you would have to outrank to get the traffic.

What you get

  • You get search volumes with no source behind them.
  • You get one query at a time, about ten links, never the whole topic.
  • You get a content plan written without any sight of what you have already published.
  • You get reasoning that lives in a chat, not a map you can reopen next month.

SitePerfector

You start with

Your whole market, read from live search results and grouped into themes, topics and pages. Up to 1,500 keyword ideas are vetted per map. Around a hundred earn a place, and you can see what was set aside.

You publish

The page worth writing next, with the sites you would be beating named and a blueprint built from what the top results cover and the gap they leave. You write it, edit an AI draft, or hand the brief to a writer.

What you get

  • You get search demand taken from keyword data, with the numbers shown.
  • You get the live results read per topic, with the sites you would be beating named.
  • You get your own pages on the map: covered, off the map, or ranking without you knowing.
  • You get a decision per topic, saved with the options that were ruled out and the reason.

What each one does, job by job

Rows marked their strength are jobs ChatGPT does better than SitePerfector.

Job to be done ChatGPT SitePerfector

Brainstorm angles and get you unstuck

their strength

Yes

It is good at this, it is free, and it is already open in another tab.

Partly

The map names the subject worth working on, and the thinking is still yours.

Explain an SEO idea on demand, at whatever level you need

their strength

Yes

You can ask follow-up questions until it makes sense, at no cost.

Partly

The Academy at /academy is free and covers the method, but it is reading, not a conversation.

Give you real monthly search volume for a keyword

No

It produces the numbers rather than measuring them.

Yes

Volume comes from keyword data and is never generated by a model.

Read the live results across a whole topic and name who you would be beating

Partly

With search on it fetches one results page: one query, about ten links.

Yes

Roughly 40,000 ranked positions are read per market map, and each topic lists who holds it.

Lay your existing pages over demand

No

It has never crawled your site, and it does not ask to.

Yes

Covered, off the map, and ranking without you knowing, from a crawl of your site.

Draft a page in your voice

Yes

With a good prompt, and Google does not penalise a page for being AI-written.

Yes

One approved page at a time from the blueprint, or a PDF brief for a writer.

Track how ChatGPT, Gemini and Perplexity mention your brand

No

No

Not built, because AI answers cite what ranks and that is the same work.

Backlink, PPC and keyword database

No

No

Neither, so keep Ahrefs or Semrush for that.

Price

Free, with web search included and no signup required. Go $8/mo, Plus $20/mo, Pro $100/mo, from OpenAI's own pricing page.

$7 for the first 14 days, then Basic $39/mo. Pro $99, Agency $179. Cancel anytime.

Facts about ChatGPT checked 3 Sep 2026 on their own pages. The sources are listed at the bottom of this page.

Three differences you can check

1.ChatGPT gives you search volumes it did not measure. SitePerfector takes volume from keyword data.

ChatGPT will return a monthly search volume for any keyword you name, and that number is produced by the model rather than measured. Search Engine Land wrote in December 2024 that ChatGPT "does not have access to search volume and other metrics the way keyword tools like Google Keyword Planner, Semrush and Ahrefs do", and that it is "confident but wrong", "delivering data presented as a fact but is flat-out wrong". A produced number and a measured number look the same on the screen. SitePerfector takes volume from keyword data. The model organises the evidence and drafts the page after the decision is made.

Ask ChatGPT for the monthly search volume of three keywords in your niche, then ask it where those numbers came from. Put the same three into Google Keyword Planner, which is free, and compare.

Check it yourself

2.ChatGPT reads one query. SitePerfector reads every query in the topic.

With search on, ChatGPT fetches a results page and tells you what is on it: about ten links for one query. A topic is made of many related queries, and the useful questions are which of them people search for, which ones a site your size can hold, and which sites hold the ground across all of them. None of that is on a single results page. SitePerfector reads roughly 40,000 ranked positions per market map and returns a call per topic: own it, build up to it, or leave it, with the competitors named.

Run the free What Ranks Here on one keyword from a topic you care about and read what kind of page holds the results. Then ask ChatGPT the same question and compare the two answers.

Check it yourself

3.ChatGPT has not crawled your site. SitePerfector puts every one of your pages on the map.

Any content plan ChatGPT writes is a plan for a site it has not seen. It does not know which of your posts serve no demand, which subject you covered three times in three thin posts, or which terms you already rank for on page two. SitePerfector crawls your site and lays every page over the market map: covered, off the map, and ranking without you knowing. That last group comes from your own pages, so no chat can produce it. I look at it first.

Open ChatGPT and ask which of your published pages to improve first, without pasting anything in. Note what it bases the answer on.

Check it yourself

When to choose ChatGPT, and when to choose SitePerfector

Choose ChatGPT if

  • You publish occasionally and you like doing your own research.
  • Your topics are already decided and you mainly want help with angles, outlines and drafts.
  • You want an SEO idea explained back to you at your level, for free, with follow-up questions allowed.
  • A free account and a good prompt cover what you need right now.

Choose SitePerfector if

  • You want search demand taken from keyword data instead of produced by a model.
  • You want the live results read across a whole topic, with the sites you would be beating named.
  • You want your own pages on the map, including the terms you already rank for and never noticed.
  • You want the plan and the reasoning to still be there next month.

Questions

Is SitePerfector a ChatGPT alternative?

For deciding what to publish, yes. For thinking out loud it is no replacement, and ChatGPT is better at brainstorming than any SEO tool, so keep it. SitePerfector supplies what a chat cannot: demand from keyword data, the live results per topic, and your own site laid over both.

Can ChatGPT do keyword research?

It can produce a keyword list from a description of your business, and that is a useful first step. Search Engine Land recommends exactly that: use it to prepare seed keywords, then run them against a keyword tool. What it cannot do is measure demand, which is why the volumes it returns have no source.

Does Google penalise content written with ChatGPT?

No. Google's own guidance on AI-generated content rewards quality however the page was produced. We use language models for drafting too. What we argue for is grounding: knowing what the page is about, and whether anyone is searching for it.

Can I use both?

Yes, and most people should. Decide the topic in SitePerfector, take the blueprint, and use ChatGPT to argue with your angle or to loosen a stuck paragraph. Nothing on either side stops you.

What does the $7 get me?

Fourteen days of the full product on Basic: your market mapped, your site laid over it, the pages worth writing in order, and a blueprint for each. Then $39 a month, cancel anytime. It is an intro price on Basic, so nothing is held back.

Next

Ready to grow your online presence?

Full access for 14 days — your topic map built, your gaps found, your content plan ready. Then Basic at $39/mo, locked for life for the first 50 members.

Try everything for 14 days — $7

$7 today · then $39/mo · cancel anytime