TextRank.ai
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See what your content is missing.

See why AIselects others.

Add your website. TextRank scans the page, builds the context of your brand and product, then identifies buyer prompts worth auditing.

Choose the prompt that matters most. We compare the model answers and surfaced sources, then show the passage, missing evidence and change worth making first.

  1. Your page
  2. Buyer prompt
  3. Answers and sources
  4. Content gaps
  5. Change plan
We use this page to build context for your brand and product. Next, choose a buyer prompt and run the comparison.See how the audit works
TEXTRANK / PROMPT & CITATION AUDIT
SEQUENCE
SCENE 01: CLIENT PROMPT
AI
Question mapBrand · product · intent
PROMPT TO AUDIT

How can I make my landing page more likely to be cited by AI?

Source: page + brand context
EXAMPLE RESULT36 prompts12 priorities
SCENE 02: CONTENT SCORING
your-site.com/offer
PASSAGE LOGLIVE
page passages 42
strong answers 9
sections to improve 11
page_status: readable
gpt_fit: 78/100
claude_fit: 64/100
gemini_fit: 71/100
SCENE 03: MODEL ANSWERS & SOURCES
AI PROMPTcustomer questions
ChatGPTSOURCES 12
ClaudeSOURCES 9
GeminiSOURCES 15
GrokSOURCES 11
SCENE 04: YOUR CONTENT VS COMPETITORS
Your page 42 passages
Surfaced sources 14 comparison pages
COMPAREquestion → answer
01

no answer about implementation

-11
02

claim without supporting evidence

-6
03

comparison without clear criteria

-5
SCENE 05: PRIORITY CHANGE PLAN
IMPLEMENTATION PLANWhat to change on the page

A prioritized plan: what to keep, what to rewrite, what to add and what to back with evidence.

01Answer immediately

Add a direct answer to the customer question at the start of the section.

State clearly what you offer, who it is for and which problem it solves.
02Name entities and relationships

Name the product, audience, problem and outcome in the language used during the decision.

Keywords should clarify meaning, not become repetition targets.
03Show specifics

Add facts, examples, a table or FAQ where competitors answer better.

Every passage should make sense on its own.
sectionAnswer the most important purchase prompt.Competitors answer this question more simply and completely.
blogWrite content that explains the choice and differences.Models often use clear comparisons with concrete criteria.
passageAdd facts, conditions and a usage example.The page lacks a self-contained answer that AI can use.
evidenceAdd the missing fact, scope or source.A concrete claim lands harder when the context behind it is on the page.
SCROLL TO EXPLORE THE WORKFLOW
01 HOW IT WORKS

Audit. Compare. Improve.

Four steps from a buyer question to the exact passage, the missing evidence and the next edit. One person can run all four, and the same trail is waiting the next time you audit.

1
Buyer prompt

Choose a question that affects the decision.

Add a prompt about choice, pricing, implementation, risk or comparison.

2
Content audit

See what your page already does well.

We read the page passage by passage and mark the strong answers, plus the exact spots worth sharpening.

3
Model sources

See what AI relies on.

We compare Claude, GPT, Gemini and Grok answers and the pages they surface.

4
Change plan

Start with the highest-impact change.

Every recommendation arrives with its prompt, passage, missing evidence and next action — ready to do or to delegate.

02 PRODUCT SUITE

From a prompt to
a page that answers.

TextRank keeps one trail from the question and the source to the passage, the gap and the change worth making. Each model is reported separately, so you always know which answer you are improving.

01

Choose a prompt close to the buying decision.

Start with a question about selection, pricing, implementation, comparison or risk — one that can shape the buyer's next research step.

Prompt Audit
02

See what your page already explains.

Separate passages that answer directly from those missing context, evidence or a clearly named entity.

Content Scoring
03

See which sources AI surfaces.

Compare your page with the sources Claude, GPT, Gemini and Grok surface for the same prompt.

Cited Source Analysis
04

Get a change plan with the rationale attached.

A priority list of what to keep, rewrite, add or back with evidence — ready to work through yourself or hand to the team.

Action Plan
03 WHAT YOU GET

One audit. Four concrete things.

Four elements that move you from an observation to a decision about a specific content change.

  1. 01
    MODEL ANSWERS

    Claude, GPT, Gemini and Grok side by side

    For your prompt: what each model answered, and which pages and companies it built that answer on. Model results stay separate.

  2. 02
    PASSAGE SCORING

    Your page, passage by passage

    Every passage scored for answer-first structure, entity clarity, fact density and whether it can be quoted without extra context.

  3. 03
    THE GAP VS SOURCES

    A named difference, not a generic score

    The questions cited sources answer more completely, plus the entities, facts, tables and FAQ sections your page is missing.

  4. 04
    YOUR ACTION PLAN

    Keep, rewrite, add evidence or park it

    Every recommendation carries a priority, its prompt and the rationale. Export to Markdown or PDF, implement it yourself, hand it to your team, or use it as context for further work in the AI tool of your choice.

04 WHY TEXTRANK

Turn AI source gaps
into content decisions.

Monitoring can show where competitors appear. TextRank connects the buyer prompt, model answer and surfaced source to the exact passage, missing evidence and next edit on your page.

CHOOSE THE RIGHT QUESTIONS

Start with prompts close to the decision

Separate questions about choice, pricing, implementation and risk from topics that do not matter to your offer.

INSPECT THE ACTUAL SOURCES

See what AI builds the answer on

Compare the companies, publications and documentation Claude, GPT, Gemini and Grok surface for a specific prompt.

FIND THE SPECIFIC GAP

Pinpoint the missing answer or evidence

See the passage that is too vague, incomplete or difficult to use without extra context.

GET A PLAN, NOT A SCORE

Know exactly what to do next

Decide what to keep, rewrite, add or back with evidence. Every recommendation keeps its prompt and rationale, so you can ship it yourself or pass it on.

YOU KEEP THE LAST WORD

Publish only what you can stand behind

Any claim your own material does not back is flagged before it ships. TextRank proposes the change, you decide what goes live.

CHECK THE EFFECT AFTER SHIPPING

Re-run the same audit and see the before / after

Prompt, model, date and source set are saved. Publish, run the same audit again, and see exactly what moved.

Create account
05 PRICING

One premium plan, credits whenever you need them.

No tiers, no negotiation, no hidden add-ons. Premium gives you the full buyer-prompt AI source audit. On-the-go credits are there for the weeks you want to check more prompts or more models.

Currency
PREMIUM

TextRank Premium

The full trail from a buyer prompt to the exact change on your page.

$99/ month
250
credits includedA starting pool for your first round of audits.
  • ± 35auditsChatGPT or Gemini
  • ± 25auditsGrok
  • ± 20auditsClaude
INCLUDED
  • Buyer prompts mapped to your product and market
  • Answers and sources reported separately for Claude, GPT, Gemini and Grok
  • Gap analysis across questions, facts, evidence, entities and format
  • A prioritised change plan tied to the prompt and the page passage
  • Audit history and before/after comparison once you ship a change
Start with PremiumCancel whenever. No annual contract.
PAY-AS-YOU-GO

Credits without a subscription

You pay only for what you actually check.

One audit = one prompt checked in one model.

Mini calculator

Set the number of credits in steps of 50. You see the price and how many audits that buys in each model.

50
Quick pick
Audits you can run
  • ChatGPT± 5audits
  • Gemini± 5audits
  • Grok± 5audits
  • Claude± 5audits

Every audit runs on the strongest available model in each family — flagship GPT, Claude Sonnet and Opus, Gemini and Grok.

Total$25
Buy creditsCredits land on your account right after checkout and work in every model.
06 QUESTIONS BEFORE YOU DECIDE

See whether TextRank fits your workflow.

Direct answers for B2B SaaS teams that want to move from observing AI answers to making a justified change on their page.

What decision does TextRank help us make?

TextRank helps you decide which buyer question and page passage to improve first. Instead of a generic score, you get a trail from the prompt, through the model answer and surfaced source, to a named gap and a recommended move: keep, revise, add evidence, create supporting content or park the topic.

How is TextRank different from an AI visibility tracker or a manual audit?

A tracker can show whether your brand or a competitor appears in an answer. TextRank goes further: it compares a chosen prompt, the model answer and surfaced sources with specific passages on your page to show what is missing and what to change. It brings the otherwise scattered work across models, SEO tools, sources and briefs into one evidence-based decision trail.

What do we need before we start?

You need a public page you can update and a question that matters to a buyer decision — for example, about selection, pricing, implementation, comparison, integrations or risk. It also helps to identify the person who can confirm facts, scope and limitations before changes are published.

What exactly do we receive from an audit?

For a selected prompt, you see the model answers, available sources, a comparison with your page, and the gaps in questions, facts, evidence, entities and format. The output ends with a prioritized change plan connected to the prompt, source and exact passage it applies to.

Who should be involved in the audit?

One person is enough to run the audit — whether you are a solopreneur, an SEO freelancer or a marketer. If you work with others, share the plan with a writer or product marketer to make the changes and a subject-matter expert to review facts and claims. The plan helps you focus on the questions and pages closest to a buying decision.

Does every recommendation mean creating new content?

No. The plan distinguishes between improving an existing passage, adding missing evidence, creating a separate piece and parking a prompt. New content is appropriate only when the missing answer does not belong on the page being analyzed. Your team makes the final decision on scope and publication.

Which models does the analysis cover?

TextRank analyzes Claude, GPT, Gemini and Grok responses for a selected prompt. Results remain separated by model because an answer or source useful to one model may not be relevant to another. We also retain the prompt, model, date and source set with each result.

What is a buyer prompt, and how do we choose the right one?

A buyer prompt is a question a prospect asks AI during research — for example, about selecting a solution, pricing, implementation, comparison, integrations or risk. TextRank can build a reasoned queue of such prompts from your page, brand, product and audience. Start with a question connected to a specific page and a decision your team wants to support.

How does the analysis move from a page to a recommendation?

You add a page and select a prompt. TextRank collects model answers and available surfaced sources, compares them with your content at the page, entity, claim and passage level, then identifies the gap and the prioritized next move. After implementing a change, you can run the same audit again and compare the observation before and after.

Something else on your mind?Tell us about your audit

See what your content is missing
compared with AI sources.

Choose a product page and a buyer question about selection, pricing, implementation or risk. See the model answers, the sources they surface and the first change worth making.

After creating your account, add a buyer prompt and run the analysis for this page.