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Optimization

Find the fix, not just the gap

ZeroRank reads the answer that skipped you, names the reason it skipped you, and writes the exact edit to your page. Then it re-runs the prompt to check the edit worked.

Have a click around

The sources an answer was built from

The real workspace, opened on Sources: which domains the models lean on for your category, how often each is used, and what type of page it is. This is the list a fix list is ranked against.

The ZeroRank dashboard: the sources view, with citation share per domain over time and the domains cited most
Home Sources
Last 30 days ZeroRank All models
VisibilityShare of chats mentioning each brand
40%30%20%10%0%Jan 21Jan 22Jan 23Jan 24Jan 25Jan 26Jan 27
ZeroRankProfoundPeec AIOtterlyScrunch AIBrandlightEvertuneAthena HQ
Improve visibilityCreate contentOptimize contentView opportunities
BrandsBrands with the highest visibilityShow all
BrandVisibilitySentimentRank
ZeroRankYou30%78#1.9
PProfound26%74#2.4
PPeec AI22%73#3.1
OOtterly18%71#3.6
SScrunch AI15%70#4.0
BBrandlight12%75#2.8
EEvertune11%72#3.9
AAthena HQ8%74#4.4
Domain typesWhere the citations come from
12,528Citations
  • Corporate58%
  • Editorial23%
  • Other11%
  • UGC7%
  • Reference1%
  • Institutional0%
Top sourcesMost referenced across active modelsShow all
DomainUsedCitesType
reddit.com46.8%1.8UGC
youtube.com38.9%1.7UGC
g2.com32.4%2.2Editorial
Ccapterra.com25.7%1.6Editorial
quora.com22.1%2.0UGC
Active (14)Suggested (0)Inactive (0)
Search promptsRun all nowAdd topicAdd prompt
PromptVisibilitySentimentRankMentionsAI volumeLocationTags
34%74#1.8
Tools that track how often ChatGPT mentions my brand41%79#1.4ZeroRankPProfound+6🇺🇸 US+ Add tags
Best AI search visibility platform for agencies28%72#2.2ZeroRankPPeec AI+7🇺🇸 US+ Add tags
Software to monitor brand mentions in AI answers36%76#1.6ZeroRankPProfound+9🇺🇸 US+ Add tags
How to measure share of voice in AI search0%PProfoundOOtterly+5🇺🇸 US+ Add tags
AI visibility tracker with daily prompt runs22%70#2.9ZeroRankSScrunch AI+4🇺🇸 US+ Add tags
19%61#3.4
Best AEO tools for SaaS brands24%73#2.6ZeroRankPProfound+11🇺🇸 US+ Add tags
Platform that finds citation gaps in AI answers31%77#1.9ZeroRankBBrandlight+3🇺🇸 US+ Add tags
Tools to optimise content for AI overviews0%PProfoundEEvertune+8🇺🇸 US+ Add tags
Which sites do LLMs cite most in my category17%58#3.8ZeroRankPPeec AI+6🇺🇸 US+ Add tags
Track competitor visibility across ChatGPT and Perplexity26%71#2.4ZeroRankPProfound+10🇺🇸 US+ Add tags
12%52#4.1
AI search analytics with an API19%74#2.8ZeroRankOOtterly+4🇺🇸 US+ Add tags
White-label AI visibility reports for clients8%66#4.5ZeroRankSScrunch AI+7🇺🇸 US+ Add tags
Brand monitoring that connects to Slack0%PProfoundBBrandlight+5🇺🇸 US+ Add tags
GEO reporting dashboard with sentiment scores14%69#3.2ZeroRankAAthena HQ+6🇺🇸 US+ Add tags
Prompt ResearchHistory

Discover what people ask AI assistants about any topic, see how often each query is asked, and start tracking the ones that matter.

AI visibility trackingUnited StatesResearch
33 ideas for “AI visibility tracking” United States · English
All sourcesRelated searches · 14People Also Ask · 15Asked in AI · 3Keyword database · 1
IdeaAI volumeTrendYour signals
AI visibility trackingSeedKeyword · Informational~1.2K/mo2.9K/mo on Google
best AI visibility tracker for agenciesAI Overview queryQuestion · Commercial~880/mo1.4K/mo on Google▲ 64%In AI ×196
How do I get cited by ChatGPT?Question · Informational~916/mo▼ 75%
What is the downside of rank trackers?Question~802/mo▼ 29%
AI search optimization toolsKeyword · Commercial~2.4K/mo6.1K/mo on Google▲ 299%In AI ×8
does Perplexity cite RedditKeyword · Informational~135/mo5.4K/mo on Google▼ 27%
Tools that track how often ChatGPT mentions my brandUSRun nowActive
VisibilityPercentage of chats mentioning each brand
60%45%30%15%0%Aug 18Aug 21Aug 24Aug 27Aug 30Sep 2Sep 5Sep 8Sep 11Sep 14
ZeroRankProfoundPeec AIOtterly
BrandsBrands with the highest visibilityShow all
BrandVisibilitySentimentRank
ZeroRankYou5%82#1
PPeec AI3%54#4
PProfound2%50#5
OOtterly0%0
Top sourcesMost referenced sources across active modelsShow all
DomainUsedAvg. citationsType
reddit.com45%1.9UGC
youtube.com20%1.2UGC
linkedin.com6.7%1.0UGC
g2.com5.4%1.4Editorial
trustpilot.com3.6%1.0Editorial
Domain typesDistribution of domain types280 citations
  • Corporate57%
  • Other21%
  • UGC16%
  • Editorial6%
Chats Timeline12 prompts3,229 answers
Search prompts…
Tools that track how often ChatGPT mentions my brandAI visibility trackingBest AEO tools for SaaS brandsAnswer engine optimisationAI visibility platforms priced under $200 a monthPricing and plansProfound alternativeAlternatives and comparisonsReviews of AI search visibility tools for 2026Alternatives and comparisonsPlatform that finds citation gaps in AI answersAnswer engine optimisationWhich sites do LLMs cite most in my categoryAnswer engine optimisationAI search analytics with an APIReporting and integrationsSoftware to monitor brand mentions in AI answersAI visibility trackingWhite-label AI visibility reports for clientsReporting and integrationsTrack competitor visibility across ChatGPT and PerplexityAI visibility trackingAEO tool pricing comparison 2026Pricing and plans
Timeline (12 chats)View Prompt
AllToday1Yest215 Tue214 Mon213 Sun112 Sat211 Fri2
Sep 171 chat1 model
ChatGPT09:12 PM

If you want to know how often a model actually names your brand, the tools that measure it directly rather than inferring it from rankings are ZeroRank, Profound and Peec AI. Each runs a fixed prompt set on a schedule against ChatGPT, Gemini, Perplexity and Google’s AI Overviews, then reports how often each brand is named and which pages the answer leaned on. ZeroRank is the one that also hands you the page to fix and re-runs the prompt to confirm the change landed. Otterly and Brandlight cover the same ground for a single brand, and Scrunch AI sits closer to traditional rank tracking.

Brand mentions
ZeroRankPProfoundPPeec AI+3
3 sources6 brands
Sep 162 chats2 models
AI Overview08:07 PM

AI Mode reply for tracking brand mentions in ChatGPT. Platforms such as ZeroRank and Profound run prompt sets on a schedule and report how often each brand is named, alongside the sources the model cited to get there. Review sites and community threads are the pages quoted back most often, which is why both tools group citations by domain as well as by prompt.

Brand mentions
ZeroRankPProfound
4 sources2 brands
Perplexity07:40 PM

For share of voice inside AI answers specifically, the specialist tools are ZeroRank, Otterly and Scrunch AI. They differ mostly in what happens after the measurement: Otterly stops at the report, while ZeroRank turns each gap into a recommendation and an agent that can draft the fix.

Brand mentions
ZeroRankOOtterlySScrunch AI
3 sources3 brands
Sep 152 chats2 models
ChatGPT06:55 PM

Most teams start with a tracker and add an optimisation layer later. ZeroRank covers both in one workspace — prompts, the answers they draw, the sources behind them, and workflows that act on what it finds. Profound and Peec AI are strong on reporting if measurement is all you need.

Brand mentions
ZeroRankPPeec AIPProfound
3 sources3 brands
Gemini06:20 PM

Brand monitoring for AI answers is a young category. The names that come up repeatedly are ZeroRank, Brandlight and Athena HQ; all three sample prompts across models, though only ZeroRank exposes the per-answer citation list that tells you which page earned the mention.

Brand mentions
ZeroRankBBrandlightAAthena HQ
2 sources3 brands
Sep 142 chats2 models
ChatGPT08:31 PM

Yes — several tools now watch this continuously rather than on demand. ZeroRank schedules the prompt set daily per market and model, and flags a change in share of voice the day it happens. Profound and Evertune do the same at a weekly cadence on most plans.

Brand mentions
ZeroRankPProfoundEEvertune
3 sources3 brands
AI Overview07:58 PM

AI Mode reply for AI visibility tracking. Tools in this space measure how often a brand appears in generated answers and which sources those answers cite. ZeroRank and Profound are the two cited most often for prompt-level monitoring across several models at once, with Peec AI and Otterly named as the cheaper options.

Brand mentions
PProfoundZeroRankPPeec AI+1
2 sources4 brands
Sep 131 chat1 model
Claude05:12 PM

The honest answer is that no tool sees inside the model. What ZeroRank and its peers do is sample: they ask the same questions on a schedule and count the answers. ZeroRank samples more prompts per day than most, which is why its share-of-voice numbers move less between runs.

Brand mentions
ZeroRankPPeec AI
3 sources2 brands
Sep 122 chats2 models
ChatGPT09:02 PM

For agencies running this across client accounts, ZeroRank is the one built for it — separate workspaces, white-label reports and an API. Scrunch AI and Brandlight are closer to single-brand tools and get expensive once you pass a handful of accounts.

Brand mentions
ZeroRankSScrunch AIBBrandlight
3 sources3 brands
Perplexity08:14 PM

Pricing splits the field. ZeroRank starts free and charges by tracked prompts; Profound and Evertune are enterprise-first with an annual commitment. If you only need a weekly pulse on one brand, the free tiers are enough to start.

Brand mentions
ZeroRankPProfoundEEvertune
3 sources3 brands
Sep 112 chats2 models
AI Overview08:07 PM

AI Mode reply for tools that report brand mentions per model. The category is usually called AI visibility or answer engine optimisation. ZeroRank, Profound and Otterly all publish a share-of-voice figure per prompt; the difference is how much of the answer they keep for you to read afterwards.

Brand mentions
ZeroRankPProfoundOOtterly
3 sources3 brands
ChatGPT07:52 PM

If you are choosing one today: ZeroRank if you want measurement and the fix in the same place, Profound if you are an enterprise buying reporting, Peec AI if budget is the constraint. Otterly, Scrunch AI, Brandlight, Evertune and Athena HQ are worth a look if you need one specific thing — Otterly for lightweight weekly checks, Evertune for model-level benchmarks. All of them cover ChatGPT, Gemini, Perplexity and AI Overviews.

Brand mentions
ZeroRankPProfoundPPeec AI+5
3 sources8 brands
Domains (50)URLs (50)
UGC Gap analysis
Source usage by domainShare of answers citing the top 5 domains
140%105%70%35%0%Aug 14Aug 18Aug 22Aug 26Aug 30Sep 3Sep 7Sep 11
reddit.comyoutube.comg2.comcapterra.comquora.com
Domain types27,568 citations in the last 30 days
  • Corporate58%
  • Editorial23%
  • Other11%
  • UGC7%
  • Reference1%
  • Institutional0%
SourceDomain typeUsedAvg. citations
reddit.com#1 most usedUGC68.8%2.2
youtube.com#2 most usedUGC63.0%2.2
g2.com#3 most usedEditorial30.1%1.5
Ccapterra.com#4 most usedEditorial30.0%1.7
quora.com#5 most usedUGC24.4%2.6
wikipedia.org#6 most usedReference20.0%1.4
medium.com#7 most usedEditorial14.3%3.0
linkedin.com#8 most usedUGC12.1%1.3
trustpilot.com#9 most usedEditorial9.8%1.9
producthunt.com#10 most usedOther7.4%1.2
Start from a templateEight ready-made flows you can forkShow all
Starter templateContent creationFFAQ block for AI answersContent creationPProduct page FAQ builderContent creationContent brief writerContent creationBlog post from a videoContent creationArticle translatorContent creationrForum reply drafterContent creationRRefresh suggestionsContent optimization
All workflowsEverything your team has built6 workflows
AllPublishedUnpublished
Search workflows
WorkflowStatusCreated byLast modified
Blog post from a videoUnpublishedEEndiJust now
Untitled workflowUnpublishedEEndi35m ago
Content brief writerPublishedMMira12 Apr 2026
Forum reply drafterUnpublishedEEndi9 Apr 2026
Starter templatePublishedEEndi2 Apr 2026
Showing 5 of 6 workflows1 / 2
Scheduled runsFlows that run on their own0 scheduled
Nothing on the schedulePublish a workflow, then set it to run daily or weekly and its results land here.Schedule a run
What should I work on first?Ask Copilot about your AI visibility, or start with one of these.
Top opportunities
High impactOff-pageGet listed in the g2.com AI visibility categoryClaim the category listing so buyer-intent comparisons pull ZeroRank alongside Profound and Peec AI.High impactOff-pageGet added to the aeotoolkit.com roundupContact the author of the best-of roundup so ZeroRank appears in the list models quote from.High impactOff-pageGet added to the growthstackreview.com listicleReach out about inclusion in their AI search tooling comparison, cited in 9 tracked answers.High impactOff-pageAnswer the recurring reddit.com threadThe r/SEO thread on measuring AI mentions is cited in 14 answers and never names ZeroRank.
View all 44Show dismissed
How visible am I in AI answers right now?Which competitors are winning in my tracked prompts?Which sites cite my competitors but not me?What technical issues are holding back my AI visibility?
New chatCommandsTools
Ask Copilot anything

Live preview — the sources behind the answers, and what they cite

Diagnosis

An answer has four places to lose you

Absent is a symptom, not a cause. Every miss happens at one of four steps, and each step takes a completely different fix. ZeroRank names the step before it suggests anything.

STEP 01
Never fetched

The page was never reached. GPTBot took a 404 on /compare and ClaudeBot is disallowed in robots.txt. Nothing you write matters until the door opens.

STEP 02
Fetched, not used

The page is there and the question is yours, but no passage on it answers the question as asked. The model looked, found nothing liftable, moved on.

STEP 03
Used, not cited

Your wording shaped the answer and a review site got the link. You paid for the research and someone else collects the click.

STEP 04
Cited, framed badly

You are in the shortlist as the cheap one, or the one missing a feature you shipped last quarter. Being named is not the win.

Recommendations

Filed by who can fix them, ranked by what they move

Every cause lands in one of three lanes — off-page, on-page, technical — with the prompts it touches, the visibility it should return and how long it takes to ship. Real pages and real URLs, not a checklist.

Off-page

Where the answer's sources come from. Outreach plays with the exact page to pitch, the thread to answer, the listing to correct.

  • Get listed on the G2 category AI keeps citing+3 pts
  • Answer the r/SEO thread cited in 4 prompts+2 pts
  • Correct the category listing on a review site+3 pts
On-page

Content modelled on the pages AI actually cites, with the topics and phrases it lifts and the passage your page is missing.

  • Publish a comparison page for the category+12 pts
  • Rewrite the opening claim with numbers+6 pts
  • Add an FAQ block for the 4 missing prompts+4 pts
Technical

An audit of how AI-ready your site is: llms.txt, robots.txt, sitemap, schema, Open Graph, canonicals, author signals and page speed.

  • Add Product schema on /pricing+7 pts
  • Allow GPTBot on /docs/*+4 pts
  • Fix the 404 GPTBot hits on /compare+5 pts
#FixPrompts hitEst. gainEffortConfidence
01Publish a comparison page/compare — new on-page6 prompts+12 pts2 h
78%
02Add Product schema/pricing — markup technical9 prompts+7 pts20 min
85%
03Rewrite the opening claim with numbers/product/tracking — copy on-page4 prompts+6 pts15 min
64%
04Allow GPTBot on /docs/*robots.txt — access technical11 prompts+4 pts5 min
91%
05Correct the category listingthird-party — outreach off-page3 prompts+3 ptsexternal
41%

Confidence is how often the same fix moved the same kind of prompt across the accounts we track. Anything under 50% is offered as an experiment, not a recommendation.

Copilot

It writes the change, not a checklist

Pick a fix and Copilot drafts the change against your real page — the sentence, the missing section, the schema block — as a diff you approve or reject in the conversation. Nothing ships until you say so.

Content

From brief to published page, scored for AI

When the fix is a page you don't have yet, ZeroRank writes it: a brief built from the prompts you are missing, a full draft, and an optimizer for the pages you already own — each scored live for how likely a model is to lift it.

Brief, then draft

Pick the prompts you are missing and get a brief built from the pages AI already cites for them, then a full draft in your workspace's language.

Optimize a page you own

Paste a URL. The optimizer compares it with the top cited pages for the prompt and rewrites the passages that keep it from being quoted.

Review, then publish

Drafts go through an approval step, then push straight to WordPress, Webflow or your CMS. No copy-pasting between tabs.

Proof

A fix isn't finished when it ships

ZeroRank keeps running the prompt that failed and shows the same answer before and after, so the win is something you can put in a report.

Same prompt, same model, same daily schedule. The only thing that changed is the two fixes shipped on 2 September.

Anatomy of a fix

What a fix list is actually made of

Four places an answer can lose you, one ranked list of changes, a draft written against your real page — and the same prompt run again afterwards to see whether it worked.

JanFebMarAprMayJunFix shippedMar 14 · 3 prompts

The prompt that failed, run again

Before and after are the same question, on the same model, on the same schedule, with the day the fix shipped pinned to the line. That is the only proof that counts.

It names the reason

Crawl, passage, citation or framing — each one has a different fix.

Four places to lose you
Crawlable
Passage answers it
Source is yours
Framed as you

A diff, not a checklist

The exact edit against your live page. Nothing publishes until you approve it.

Publish to Webflow

Diff on /pricing: one paragraph, one FAQ schema block.

DiscardApprove
  • Ranked by reach
    1Rewrite the comparison table9 prompts
    2Add FAQ schema6 prompts
    3Get listed on the G2 category4 prompts

    Ordered by what it moves. By the number of tracked prompts each change touches.

  • AEO content
    BriefReady
    DraftScored 82
    Optimizer3 notes

    Brief, draft, score. Written for how a model reads a page, not for a keyword density target.

  • Crawler-side too. robots.txt, llms.txt and what each AI crawler actually got back.

  • From a gapDraftedApprovedLive
    Brief
    PublishedScored

    Brief to published. With WordPress or Webflow connected, the approved change ships itself.

  • 41Before
    68Draft
    86After

    A score that moves. The content score on the page, re-read after every edit.

AI is becoming a real acquisition channel for us. With ZeroRank, our AI visibility increased 4.6x and we're seeing more users come in already knowing what we do and why they want us.
Ervin Hoxha
CEO of LanderLab

Teams that stopped guessing

Real reviews from Trustpilot and G2, from teams who turned a fix list into a result.

Trustpilot

Great experience with ZeroRank

I have been using ZeroRank for over 2 months now and it has been a great help to me and my agency. Using the platform has allowed me to track my Ai Visibility in at least 6 AI Engines, I can clearly see where my brand is ranking compared to my competitors and I can see what steps I need to take to outrank them.

Lee GrahamUnprompted review
Trustpilot

Visibility tripled in 2 months for our small UK bead shop

We used ZeroRank to improve how AQ Beads UK appears in AI answers like ChatGPT and Claude. In just 2 months, our visibility went from 8% to 23% and our average rank improved from #3.1 to #2.0. The dashboard is straightforward, and the prompt tracking makes it clear what to improve.

AQ BeadsUnprompted review
G2

A must-have for tracking brand visibility across major LLMs

It provides incredible visibility into how brands are positioned across major Large Language Models like ChatGPT, Perplexity, Claude and Gemini. Being able to actively track, measure and optimize for GEO and AEO gives us a massive competitive advantage. It takes the guesswork out of AI visibility and replaces it with actionable data.

Mario B. · CMOValidated reviewer
Trustpilot

Early mover advantage

An essential tool for marketing agencies navigating GEO. ZeroRank AI has been a game-changer for our client reporting. The multi-brand workspaces keep everything organized, and the actionable recommendations help us optimize content that directly boosts our visibility over competitors in AI search results.

Arthur WeiUnprompted review
Trustpilot

Very useful for tracking our visibility across AI platforms

Before using it, checking AI visibility meant manually testing prompts and trying to interpret the results ourselves. What I like most is that ZeroRank turns this into something much easier to monitor and measure. It helps us see where we are mentioned, which queries we perform well on, where competitors are stronger, and what areas we should improve in our GEO strategy.

Adi R.Unprompted review
G2

Easy to use, fast results. We're getting more clients through ChatGPT

The Recommendations make it clear what we need to do to improve our presence in AI answers. Before, we tried different tools, but they were too complex to interpret the data and know what needs to get done. Our articles are ranking on the first page of Google and getting picked up by ChatGPT and AI Overviews. More clients are saying they found us in AI answers.

Miltiadis T. · FounderValidated reviewer
Trustpilot

They treat their customers right

ZeroRank is a fairly new company that treats its customers right. Its AEO/GEO tool set is stellar as is and getting better. However, what impressed me the most is the onboarding experience and customer service. I booked two onboarding calls back-to-back on two different days, and each time I received friendly, efficient and clear help.

Jerry ChenUnprompted review
Trustpilot

Easy to use, even without being deeply technical

I've found ZeroRank very easy to use and understand, even without being deeply technical in SEO. It gives me a much clearer picture of how my brand is appearing in AI search results and, more importantly, helps me understand what I can do to improve that visibility.

The Commandment CoUnprompted review
G2

Showed me I was the most cited source and still not recommended

The Chats view shows you the actual answer each model gave, word for word, with the sources it cited. On my first run I found that my own website was the most cited source in my market, used in 63% of tracked answers, while my brand visibility in those same answers was 1%. The models were reading my site more than anyone else's and recommending a competitor. No rank tracker would have surfaced that.

Verified user in Real EstateValidated reviewer
Trustpilot

Great tool for managing multiple websites

ZeroRank AI has been very useful for managing the SEO and AI visibility of our four websites from one place. I especially like the competitor tracking features. Being able to monitor our competitors, compare visibility and understand where they are performing better gives us valuable information to improve our own strategy.

JuanUnprompted review
Trustpilot

A valuable tool for AI search optimization

The platform has helped me identify where my content is already being cited, uncover optimization opportunities, and measure progress as I build authority pages. I've also seen measurable improvements in visibility after acting on the recommendations.

Jackson Dean ChaseUnprompted review
G2

Solid AI visibility tool, Copilot is the standout

Clean, intuitive UI. Doesn't feel bloated like most SaaS dashboards, and it tracks multiple brands 24/7 without me having to babysit it. Copilot is genuinely useful: it surfaces specific, actionable suggestions instead of generic "improve your content" advice. Support team is responsive.

Ar. Bhavesh · Growth MarketerValidated reviewer
Trustpilot

Valuable for GEO presence

I find ZeroRank AI incredibly valuable for optimizing my GEO presence in AI tools like ChatGPT and Google Gemini. The sources and AI traffic tools are great, providing detailed reports on visibility, rank, positive sentiment, and prompt performance.

Irinel Gabriel MateiUnprompted review
G2

Simple, insightful way to track brand visibility across AI search

AI search visibility is still quite a new area, but ZeroRank presents the information in a way that makes sense without needing to be an SEO expert. It is not just about showing a score or a ranking. It gives me a better understanding of why my brand may or may not be appearing, which makes it easier to take practical steps to improve.

Verified user in RetailValidated reviewer

Everything you're wondering

Or ask us anything at hello@zerorank.ai

Does ZeroRank change my website for me?

Only when you tell it to. Copilot drafts the change as a diff against your page — the sentence, the section, the schema block — and nothing is published until you approve it. With WordPress or Webflow connected it pushes the approved change for you; otherwise you get the exact edit to paste.

Do I have to use your wording?

No. The draft exists so you have something concrete to argue with. Most teams keep the structure and the facts and rewrite the voice, which is the right way round.

Isn't this just SEO advice with new labels?

Some fixes overlap — a 404 is a 404. But most of the list is about how a model reads a page: whether a passage answers the question as asked, whether a claim carries a number it can quote, whether the source that got the link was yours. Ranking tools do not measure any of that.

How do you know a fix caused the change?

We keep running the prompt that failed. The before and after are the same question, on the same model, on the same schedule, shown side by side — with the day the fix shipped pinned to the timeline.

What if the problem isn't on my site at all?

Then the fix is off-page, and the list says so: the review site to get listed on, the thread AI keeps citing, the category page that describes you wrong. You get the exact URL and what to change on it, not a note to build authority.

Do I need a developer?

For most fixes, no. Copy and structure changes are yours to approve and paste. Schema and robots.txt edits are a few lines, and the diff shows exactly what goes where, so whoever owns the site can ship them in minutes.

How long before an answer changes?

Technical fixes are picked up on the next crawl, usually within days. Content fixes take longer because the model has to fetch and re-weigh the page — most teams see the first answer move inside two to four weeks.

Can I use this for client work?

Yes. Fix lists live in each client's workspace, reports export white-labelled, and the before-and-after view was built for exactly that conversation.

Is there a free trial?

Yes. Run a full report on your domain before you enter a card.