Read before you buy.
20 researched stories on how AI visibility tools work, what they cost and how to choose. Plus 10 short buying guides.
Why the same question gets a different answer
Ask an AI assistant the same thing twice and the brands can change. That is not a bug in your tool. Here are the six things that move an answer, and what each means for measurement.
Decision treePricingPrompts × platforms × runs: the number behind every plan
Every AI visibility plan is really a limit on one quantity: how many answers get collected. Multiply four numbers and you can read any pricing page in a minute.
InteractiveWorked examplePricingWhat 25 prompts a week really costs
We priced one modest workload across every tool in the directory, using each provider’s own published offer. The spread is wide, and the list of tools that can’t be priced at all is longer than you might expect.
InteractiveDecision treePricingCredits, prompts or answers: three ways tools meter the work
Some plans count questions, some count answers and some sell credits. Here is how the directory splits, what each unit hides, and the one question that makes any allowance comparable.
ChartPricingPrepaid credit, step by step: minimums, bonuses and expiry
Pay-as-you-go pricing sounds simple until you meet top-up minimums, delayed bonuses and expiry dates. A worked, interactive example of what you actually pay, and what you should never count as a saving.
InteractiveChartDecision treePricingYearly plans: what the discount really commits you to
A yearly plan’s monthly figure looks lower, but you are buying twelve months up front. A simple chart shows the month where yearly starts to win, and the one question to ask before you commit.
InteractiveWorked examplePlatformsWhich AI platforms do the tools actually cover?
ChatGPT is almost universal. After that, coverage thins out fast, and what a tool lists is not always what your plan includes. The directory, counted.
ChartMeasurementDaily or weekly? What the extra runs actually buy
Daily tracking collects seven times the answers of weekly tracking, and usually costs more. Here is when that extra data earns its keep, and when a weekly rhythm tells you just as much.
ChartDecision treeWorked exampleFor agenciesFrom one client to twenty: how the bill grows
Agency pricing comes in four shapes: steps, flat lines, cliffs and slopes. A live chart of real published offers shows each one, and why the cheapest tool for three clients is rarely the cheapest for fifteen.
InteractiveFor agenciesAn agency’s AI visibility week, day by day
Tracking is the easy part. The value is in what happens between Monday’s data and Friday’s client note. A practical weekly routine, with a suggested time budget for each step.
Worked exampleChoosingWhat you can learn for free before paying
Free checkers, free credits and free trials each answer a different question. Used in the right order, they can tell you whether you need a paid tool at all, and which kind.
ChartMeasurementCitations: the pages behind the answer
A mention tells you an assistant named you. A citation tells you which page convinced it. For most teams, the citation list is the most actionable thing an AI visibility tool produces.
MeasurementTrend or wobble? Reading week-to-week movement
Your visibility fell from 40% to 30%. Panic, or shrug? A simple rule based on how many answers sit behind the number, with a worked example and a chart you can keep beside your dashboard.
ChartDecision treeWebsitesAI crawlers and your robots.txt, without the myths
Blocking every “AI bot” can quietly remove you from AI search answers. Blocking only the training crawlers is the opt-out most businesses actually want. The crawlers, what each one does, and a decision tree for your robots.txt.
Decision treeWorked exampleWebsitesAI agent traffic: what crawl logs can and can’t tell you
Some tools now show which AI crawlers visit your site and how many people arrive from AI assistants. Three different signals hide behind the label “agent analytics”. Here is how to read each.
ChartMeasurementShare of voice: one phrase, three different sums
Two tools can show the same brands with opposite winners, and both be right. A four-prompt worked example shows how coverage, mention share and search-weighted share of voice can rank rivals in reverse.
ChartDecision treeWorked exampleMeasurementBrand sentiment without the vanity score
A score like “82% positive” feels good and tells you little. What AI assistants actually say about your brand, the facts they get wrong and the doubts they repeat, is where the useful work is.
Worked exampleChoosingSEO suite add-on or specialist tool?
Many teams already pay for an SEO platform that now offers AI visibility. Others start with a tool built only for it. How the directory splits, and a decision tree for choosing between the two.
ChartDecision treeChoosingContent tools inside visibility platforms: who includes what
More AI visibility tools now write, brief or fix content for you. Listed is not the same as included: a chart of how often content features appear, and how often the entry plan actually has them.
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