The Koalr Framework

your content.Strengthen your .Own the .Enjoy the .

Everything Koalr does to make you visible in AI search follows the Koalr Framework: four ideas, one monthly loop. Click a ring to see what each one means, or scroll on and watch it run.

LListenIInvestigateFFixTTrackCCrawlabilityRRecognitionAAnswersFFormatTTrustCCrawlableOOriginal ContentRRefreshed ContentEEarnedAAnswerNQuestionsSStandaloneWStructuredEEvidenceRRecentKevin, Koalr's koala
1 of 4 · In Koalr, the sidebar

How Koalr works for you, every month.

In Koalr: the sidebarWraps everything else

The AI answer engines Koalr monitors for your brand

Built on what seven AI engines actually say about you, refreshed every day (Claude weekly as standard).

The framework

One wheel. Four rings. One goal.

Getting recommended by AI sounds like one big problem. It is four small ones, and each lives inside the one before it.

The Koalr Framework

The framework behind your GEO results.

Every recommendation Koalr makes, and every piece of work it plans, comes from these four ideas. They are how we move you from what AI says about you today towards being the brand it recommends. Scroll on and watch each one come forward.

The outer ring

LIFT wraps everything.

Listen, Investigate, Fix, Track: the loop Koalr runs for you every month. It is also how the app is laid out. Every screen sits under one of the four steps in the sidebar, so you always know where you are in the month.

Inside Investigate

CRAFT checks your website.

Crawlability, Recognition, Answers, Format, Trust. Five questions the GEO Audit asks of every page, to find out whether AI can get in, knows who you are, and can quote what it finds.

Inside Fix

CORE is the work.

Crawlable, Original Content, Refreshed Content, Earned. Every recommendation lands in one of these four lanes in the Action Centre, with the evidence for why it is there and how long it usually takes to pay off.

Inside CORE

ANSWER is how every page is written.

Answer first, Natural questions, Standalone sections, Well structured, Evidence, Recent and recognised. Six things a page needs before AI will quote it, checked on every Original and Refreshed Content draft in Content Studio.

LIFT · the outer ring

One loop, every month.

Listen, Investigate, Fix, Track. The next four chapters take each step in turn; this is the shape of the whole month.

Step 1 of 4

Listen

Every day, Koalr asks the AI engines the questions your buyers ask, from their country, and records who gets named and which pages get cited.

PromptsCompetitorsAI Traffic

Listening never stops: the engines are asked every day, and the loop closes once a month.

LStep 1 of 4 · Listen

First, we ask AI what your buyers ask.

Not keywords: the full questions people type into ChatGPT and the rest, asked the way a buyer in your country would ask them. Then we write down exactly what came back.

  • The real questions. At least 25 prompts per site, chosen from how your buyers search, not invented for the tool.
  • Seven engines. ChatGPT, Gemini, Perplexity, Claude, Copilot, Google AI Overviews and AI Mode. Six refresh daily; Claude weekly as standard.
  • Who wins instead. Every rival named in the same answers, so a gap is a gap against someone.
  • What it read. The pages each engine cited to decide, which is where Investigate starts.
best accounting software for freelancersUK
  • ChatGPTNamed 2nd
  • GeminiNot named · a rival is 1st
  • PerplexityNamed 1st · cites your /pricing
  • ClaudeweeklyNamed 3rd
  • Google AI OverviewsNot named
  • Google AI ModeNamed 2nd
  • CopilotNot named · a rival is 1st
4/7AI answers named Acme Books for this prompt. Koalr keeps the record for every prompt you track.
Illustrative run for a sample brand, Acme Books
IStep 2 of 4 · Investigate · CRAFT

Then we find out why you're missing.

Three places to look: the prompts a rival wins, the sites AI trusts, and your own pages.The last one is CRAFT, five checks the GEO Audit runs on every page you own.

Illustrative audit of a sample page. Click a check to see where it looks.
The gaps

Every prompt where a rival is named and you are not, with the rival and the answer side by side.

The sites AI trusts

The domains and pages the engines cite for your prompts, and which of them mention your rivals but not you.

FStep 3 of 4 · Fix · CORE

Then we plan the fixes, in the order they pay off.

Every finding becomes an action, and every action lands in one of four lanes in the Action Centre. The lanes spell CORE, and each tells you who usually does the work and how long the engines usually take to notice.

Your team ships it from the plan, or ours does it for you.See done for you

AInside CORE · ANSWER

Then we draft every page so AI can quote it.

Original and Refreshed Content is only worth the effort if an engine can lift a line from it. ANSWER is the six things that make that possible, and Content Studio checks every draft against them. Watch a page get there.

acmebooks.com/guides/accounting-software-costDraft

How much does accounting software cost for a freelancer?

Priya Shah, chartered accountant · Leeds · Updated 2 Oct 2026 · Acme Books

Accounting software for a freelancer usually costs £10 to £30 a month. Most sole traders only need the entry tier.

Is free accounting software good enough?

Free accounting software is usually enough if you send fewer than five invoices a month and do not file VAT returns.

PlanPrice a monthAdds
Starter£10Invoicing
Plus£20VAT returns
Pro£30Payroll for five

In a 2026 survey of 1,200 Acme Books customers, 64% said they saved more than two hours a month on bookkeeping.

6/6ANSWER checks

Ready for AI to quote

AIWhat an engine can lift
Accounting software for a freelancer usually costs £10 to £30 a month. 64% of surveyed users saved over two hours a month.
acmebooks.com
Illustrative draft for a sample brand. Toggle a letter to see what it changes.
TStep 4 of 4 · Track

Finally, we show what moved, and go round again.

Every piece of work is logged with its date, so the next run can show what changed after it. Reports put the score, the movers and the work side by side, and the gaps that are left become next month's plan.

AI Visibility Score · Acme Books31across 25 tracked prompts and seven engines
+0 since May
CrawlableRefreshed ContentOriginal ContentEarned
Illustrative six months for a sample brand, not a customer result

Then round again

The Koalr Framework, in one line

your content.

Strengthen your .

Own the .

Enjoy the .

Get the pages right, do the four kinds of work, write every page so AI can quote it, and the loop does the rest, month after month.

Two ways to run it

Run the framework yourself, or have us run it.

Same wheel, same plan, same account. The only difference is whose hours go into Fix.

The platform

Run it yourself in Koalr

Every step of the framework is a screen in the app, and Kevin is there to ask when you are stuck.

  • Listen: Prompts, Competitors and AI Traffic
  • Investigate: Sources, GEO Audit and Agent Experience
  • Fix: the Action Centre plan and Content Studio drafts
  • Track: reports that show what moved
See plans and pricing
Done for you

Have our team run it

A named lead and a team of GEO specialists work the same framework in your Koalr account, every month.

  • Every CORE lane worked, every month
  • Pages written to ANSWER, in your voice
  • You approve the work; every action is logged
FAQ

Questions about how it works.

Still wondering? Run your free scan.

Koalr is a generative engine optimisation (GEO) platform, and the Koalr Framework is how it works: four ideas nested like rings. LIFT (Listen, Investigate, Fix, Track) is the monthly loop. CRAFT is the five checks Koalr runs on your website. CORE is the four kinds of work that get you recommended. ANSWER is what every page needs before AI will quote it. In one line: CRAFT your content, strengthen your CORE, own the ANSWER, enjoy the LIFT.

Free AI visibility scan

Find out what AI says about you.

Scan your site free and get your AI Visibility Score, plus your first ranked fix list, in minutes. No card, no demo call.

One scan, 25 real prompts, 7 AI engines, under five minutes, zero setup.