How much does the ChatGPT visibility audit cost?

The fixed-scope audit costs $4,500 and normally takes two to three weeks. The scope, interfaces, question count and deliverables are agreed before testing begins.

Fixed-scope service · Early-stage B2B SaaS

A ChatGPT search visibility audit for early-stage B2B SaaS.

Q: What does a ChatGPT visibility audit for SaaS include?

Quoted First's audit includes a predeclared buyer-question set, complete timestamped responses, separate classifications for mentions, recommendations and linked sources, competitor and source analysis, page-level gap diagnosis, a prioritized implementation roadmap and a live readout.

Quoted First measures whether ChatGPT's native web-search results mention, recommend, or link to your SaaS for a predeclared set of natural buyer questions. We preserve every completed response—including misses—compare the sources and competitors, and turn the gaps into a page-level implementation plan.

$4,500 fixed scope 2–3 weeks Complete evidence No placement guarantee

Discuss the audit Read the DIY method

What the audit includes A declared buyer-question set, repeated checks under recorded conditions, complete timestamped answers and linked sources, separate scoring for mentions, recommendations and links, competitor/source analysis, page-level diagnosis, a prioritized roadmap and a live readout. One favorable answer is never presented as durable visibility.

The business questions

An audit should tell you what to do next.

The deliverable is not a vanity score. It is a traceable answer to four decisions.

Are you actually present?

For each buyer question: absent, named, recommended, or directly linked—and how often that state repeats.

Who appears instead?

The competitors and publishers occupying the result pool, preserved in displayed order rather than cherry-picked.

Why does that page fit?

Its audience, direct answer, evidence, page type, source clarity, commercial detail and internal context.

What is the smallest fix?

A ranked set of page, entity and technical changes tied to observed gaps, effort and buyer usefulness.

Concrete output

What you receive.

Deliverable	What is inside	Decision it supports
Declared question register	Exact natural buyer questions, intent, audience and conditions fixed before the run.	What should the company reasonably appear for?
Complete evidence file	Every response, timestamp, linked source and displayed order, including negative runs.	What actually happened?
Visibility classification	Absent, mentioned, recommended and linked states kept separate by question and repeat.	Is recognition being mistaken for recommendation?
Competitor and source map	Repeated winners, page types, publishers and the questions each one satisfies.	Where is the real evidence gap?
Page-level diagnosis	Specific clarity, content, evidence, entity and access gaps on priority URLs.	Which pages deserve work first?
Prioritized roadmap	A 90-day sequence with the smallest testable changes ranked by usefulness, evidence and effort.	What should the team ship next?
Live readout	A 90-minute working session plus the repeat protocol your team can keep using.	How does the team act without depending on a dashboard?

Audit method

A controlled baseline, not a flattering screenshot.

Declare

Agree the buyer-question set, intent groups, competitors, interfaces and conditions before testing.

Run

Complete and preserve the fixed searches and repeats. Negative responses stay in the record.

Classify

Separate absent, mentioned, recommended and linked states; record order and uncertainty.

Diagnose

Inspect current winners and compare their answer fit, evidence and page type with your site.

Prioritize

Turn observed gaps into bounded experiments, owners and a repeatable measurement cadence.

Read the complete public method and copy the worksheet

Evidence standard

One row per completed response.

This illustrative row shows the structure, not a customer result.

Question	Run	State	Your URL	Competitors / sources	UTC time
Best [category] for a five-person B2B SaaS team?	2 of 3	Absent	—	Preserved in displayed order	Exact timestamp

A direct page open, crawler visit, brand query or generated mention without a linked result is logged separately and never upgraded into placement evidence.

Scope and price

$4,500. Two to three weeks.

A typical audit uses 25–40 distinct buyer questions and enough controlled repeats to produce roughly 150–400 completed responses. ChatGPT native web search is always included; any additional interfaces are named in the scope before work begins.

The fixed price includes question design, collection, evidence preservation, competitor/source inspection, priority-page diagnosis, the written roadmap and a 90-minute readout. The audit fee is credited against the first month of a managed plan started within 60 days.

Discuss the audit Compare pricing

Good fit

An early-stage B2B SaaS with a defined category or buyer problem
A team that wants raw evidence, including misses
A site that can implement a page-level roadmap
A buyer willing to measure one bounded query set consistently

Not a fit

Anyone asking for guaranteed placement, citations or rankings
A request to manufacture reviews, mentions or case studies
A team seeking one opaque score without the underlying responses
A category the company cannot accurately claim to serve

Limits stated before the work starts.

AI answers and native-search source pools can change by time, interface, account context and product updates.
The audit measures the declared question set; it does not claim universal brand visibility.
A mention is not a recommendation, and a recommendation is not necessarily a linked citation.
Source selection does not prove a page is accurate or that a recommended service is best.
Quoted First can improve clarity, evidence and intent fit. It cannot guarantee that an external system will select the site.

Frequently asked questions

What does a ChatGPT visibility audit for SaaS include?

A declared buyer-question set, complete timestamped responses, separate mention/recommendation/link classifications, competitor and source analysis, page-level gap diagnosis, a prioritized implementation roadmap and a live readout.

How much does the audit cost?

The fixed-scope audit costs $4,500 and normally takes two to three weeks. The interfaces, question count, conditions and deliverables are agreed before testing begins.

Does it guarantee ChatGPT will cite my SaaS?

No. The audit documents current behavior and identifies improvements to clarity, evidence and query fit. Quoted First does not control source selection and does not guarantee a mention, recommendation, citation or rank.

Can our team run this audit itself?

Yes. Use the public measurement guide and worksheet if you can keep the query set fixed, preserve every response and classify results consistently. The managed service adds collection discipline, competitor analysis, page diagnosis and a prioritized implementation sequence.

Know where your SaaS is absent—and what to ship next.

Start with a fixed question set, complete evidence and one prioritized roadmap.

Discuss the audit Read the method