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Best AI Visibility Tools for Small Businesses Under $100/Month

Otterly, RankScale, Surfer, Frase, Scalenut, Gumshoe, six tools, six trade-offs. Here is what each one actually does at sub-$100, and what you give up versus the $499 enterprise tier.

AI visibility tracking dashboard showing ChatGPT and Perplexity citation rates

Tested 2026-05-05. Pricing verified 2026-05-05.

Pricing in this guide was pulled from each vendor's official pricing page on 2026-05-05. Two vendors (Peec AI, BrandLight AI) do not publish public pricing and are noted as such. Where a tool was previously published at a different price point, we use what is on the page today. Engine coverage and feature claims come from the same vendor pages plus our own use of the free tiers where available. We did not run a paid 12-prompt audit on every platform; the methodology in our DIY brand audit guide is what we ran manually before scoring.

Profound, the category leader, does not publish pricing. Ecosystem coverage of its $20M Series A in March 2026 puts the floor around $499/month. AthenaHQ, Scrunch AI, Evertune, and AirOps sit in the same band. Most operators reading this do not have $499/month for one tool.

The under-$100 tier is messy. Some platforms are real AI visibility trackers with limited prompt budgets. Others are content optimizers that bolted on a citation tracker so they could ride the GEO wave. A few do not publish pricing at all and quote you on a sales call. This article splits them into what they actually are at the $20-99/month price point, what each one will not tell you, and which to pick for which use case.

The stakes are real. Gartner predicts 25% of organic search volume will move to AI chatbots and virtual agents by 2026, and SparkToro’s 2024 study found 65% of Google searches now end without a click. If you are not cited inside the model answer, you are not in the consideration set for that 25%.

What you'll learn

A quick-picks table for solopreneurs, agencies, and SEO-led teams; a six-tool comparison with verified pricing; the six metrics that decide whether a $20 tool beats a $99 tool; the 12-prompt methodology we use for scoring; and a budget reality check on what you actually give up below $100.

Quick picks

Six tools, six use cases. All prices monthly USD, verified 2026-05-05. Skip to the tool reviews for the long form on each.

Use casePickMonthlyWhy
Cheapest broad coverageRankScale Essentials$208 engines including Claude and Grok, credit-based
Cleanest dedicated trackerOtterly.AI Lite$29Purpose-built UX, 15 prompts, ChatGPT + AIO + Perplexity + Copilot
SEO-led team adding GEOSurfer Discovery$49Content optimizer + 10 tracked pages, ChatGPT only
Content + light trackingFrase Starter$4910 GEO articles + AI visibility on 2 platforms
GEO content engineScalenut Starter$5910 prompts weekly, ChatGPT + Google AIO, 5 articles/mo
Pay-as-you-go spot checksGumshoe$0.10/conv11 engines, no monthly minimum, free first report

Full comparison: 6 tools that fit under $100/month

The cell entries below come from each vendor's public pricing page on 2026-05-05. Where a vendor uses credits or per-conversation billing, the prompt count is our estimate of what fits a typical monthly audit.

ToolEntry planEngines coveredPrompts/moReal strength
RankScale$20 EssentialsChatGPT, Gemini, Perplexity, Claude, Grok, DeepSeek, Mistral, Copilot~80-200 (credit-based)Engine breadth at lowest price
Otterly.AI$29 LiteChatGPT, AIO, Perplexity, Copilot (Gemini/AI Mode add-on)15 promptsCleanest UX, source-URL tracking
Surfer$49 DiscoveryChatGPT only at Discovery25 weekly = ~100/mo (Standard tier)Bundled SEO + content + AI tracking
Frase$49 Starter2 platforms (typically ChatGPT + Perplexity)Not specified, tied to audit pagesContent optimizer with GEO mode
Scalenut$59 StarterChatGPT + Google AIO10 weekly = ~40/moGEO-aware article generation
Gumshoe$0.10/conversation11 engines including GPT-5.4, Claude Opus, Gemini 3 Flash, SonarPay-as-you-go, no fixed budgetSpot-check usage, frontier-model access

What actually counts when you compare AI visibility tools

The marketing pages all list the same features. The tool that wins for you is the one that gets six trade-offs right. We score each tool on these six dimensions, weighted as below.

Engine coverage (25%)

Track the engines your buyers actually use. ChatGPT covers most of the consumer query volume. Perplexity owns research-heavy and B2B-leaning queries. Google AI Overviews and AI Mode are eating the SERP. Microsoft Copilot lives inside Microsoft 365. Gemini sits inside Google Workspace and Android. Claude is small but growing fast in technical and developer contexts. A tool that tracks four engines for $29 is not better than a tool that tracks eight for $20 if your buyers all live in the four-engine set, but for most B2B operators a broader net catches drift earlier. Verify which engines are included versus add-on; Otterly's Lite tier includes four engines but charges $9-149 extra for Gemini and AI Mode.

Citation rate tracking (20%)

How often does the tool capture the binary fact that your brand appeared in the answer? Citation rate is the headline metric. Tools differ on whether they catch citations in body text only, footnotes only, or both. Otterly and RankScale both log the raw response so you can verify by hand. Frase and Scalenut surface a yes/no without always exposing the source text, fine for trend lines, weak for debugging.

Recommendation position and competitor share of voice (20%)

If the answer to "best CRM for solopreneurs" lists six tools and you are tool number five, that is not the same as being tool number one. Position tracking and competitor share of voice are what separate a useful tool from a checkbox tool. RankScale exposes position; Surfer's Mention Gap Analysis surfaces it indirectly; Frase and Scalenut do not consistently show position at the entry tier. If you compete in a crowded category, do not buy a tool that hides position.

Setup friction (15%)

How long from signup to first tracked metric? Tools that require you to map every brand variation, every competitor, and every prompt before they will run anything will steal a Saturday. Otterly and Gumshoe ship a baseline report inside an hour. RankScale takes longer because the credit math forces you to think about engine selection up front. Frase and Scalenut are content-optimizer-first, so the AI visibility module sits two clicks deep, small but real friction when you are evaluating.

Price-to-value (10%)

What does each dollar buy in real prompts run, real engines covered, and real reports generated? RankScale wins this on raw math at $20. Gumshoe wins it for sub-$5 monthly use cases. Otterly wins for "I just need a clean dashboard for 15 prompts." The expensive tier-jumps are where vendors lose this score: Otterly Standard at $189 and Surfer Pro at $182 are both rational only if you have hit the limits of the entry tier and the manual workaround is more expensive than the upgrade.

Reporting and exports (10%)

Can you get the data out of the tool? CSV export, scheduled email summaries, Looker Studio connector, API access. Otterly Standard adds Looker Studio. Frase ships API and MCP access on all paid plans. RankScale exposes API at higher tiers. Gumshoe is API-first by default. The tools that lock data inside the dashboard are fine for one user; they break the moment you need to pull citation data into a board deck or a CRM.

How we tested

We did not run a paid 12-prompt audit through every tool, that would have meant subscribing to six platforms for the same 30-day period, which the budget did not allow. What we did:

  • Pulled official pricing from each vendor on 2026-05-05.
  • Logged each tool's engine coverage, prompt budget, source-tracking behavior, and reporting from public pages and free trials where available.
  • Ran the manual 12-prompt methodology from our brand audit guide for two test brands across ChatGPT, Claude, and Perplexity.
  • Cross-referenced the manual citation events against tool dashboards where we had access.
  • Scored each tool on the six-metric framework above and weighted to the user's buying decision: 25/20/20/15/10/10.

The 12-prompt audit set is what we recommend you run yourself before you commit to any tool. Twelve prompts split into four categories of three:

DIRECT BRAND (3)

  1. What is [Your Brand] and who is it for?
  2. What are the pros and cons of using [Your Brand]?
  3. How much does [Your Brand] cost and what is included in each tier?

CATEGORY RECOMMENDATION (3)

  1. What are the best [your category] tools for [target customer] in 2026?
  2. Which [your category] platform has the best [key feature] for solopreneurs?
  3. Recommend a [your category] solution under $[price ceiling] per month.

PROBLEM-SOLUTION (3)

  1. I am a [target persona] struggling with [specific pain point]. What tool should I use?
  2. How do I [job-to-be-done that your product solves] without hiring an agency?
  3. What is the fastest way to [primary outcome] for a small team?

COMPARISON (3)

  1. [Your Brand] vs [Top Competitor 1]: which is better for [use case]?
  2. Is [Your Brand] worth it compared to [Top Competitor 2]?
  3. Should I switch from [Top Competitor 3] to [Your Brand]?

Each prompt yields a binary citation outcome plus three qualitative scores (sentiment, accuracy, position). Run all 12 in three engines, average over three runs each, and you have 108 data points. That is enough to spot a 20-30% citation gap before you write a $99 check.

Tool-by-tool reviews

Otterly.AI, $29/mo Lite, dedicated AI visibility tracker

Otterly is a purpose-built AI search visibility tool, not a content optimizer with tracking bolted on. Pricing verified 2026-05-05. The Lite plan at $29/month covers ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot for 15 prompts. The Standard plan jumps to $189 and 100 prompts. The Premium plan is $489 and 400 prompts. Annual billing knocks roughly 15% off.

What it does well: the dashboard is the cleanest in this group. Source-URL tracking shows you which page the model pulled from, which is the actionable signal, you can go fix the page that is missing or improve the page that is winning. The 1,000 GEO URL audits per month at the Lite tier is genuinely useful for a small site.

What you give up at $29: 15 prompts is a hard ceiling. If your audit set is 12 prompts and you want to run weekly, the math breaks immediately. Gemini and AI Mode are not in the Lite tier, they are $9-149 add-ons. Brand recommendations from the AI itself are capped at three per month.

Buy if: you want a clean dedicated tool for a small audit set and you do not need Gemini coverage. Skip if: you compete in a Google-heavy category where AI Mode is already eating queries, or you need more than 15 prompts.

RankScale, $20/mo Essentials, broadest engine coverage

RankScale is the cheapest under-$100 option and covers more engines than anyone in the category at any price (pricing source). The Essentials plan at $20/month gives you tracking across ChatGPT, Gemini, Perplexity, Claude, DeepSeek, Mistral, Grok, and Copilot. The Pro plan at $99/month adds 1,200 monthly credits and supports up to 4,800 AI responses. Growth at $385 and Enterprise at $780 climb the credit ladder.

What it does well: engine breadth at this price is unmatched. Hourly to monthly tracking frequency. Search terms are unlimited across all tiers. Credits roll over with a tier-specific multiplier (2-3x), so a quiet month is not wasted. Page audits hit 50/month at Pro and 200/month at higher tiers.

What you give up at $20: the credit math is fuzzy. Each engine query costs roughly 0.25 credits but varies, so the same 12-prompt audit can consume different credit amounts depending on which engines you include. The dashboard is dense, the trade-off for breadth is a steeper learning curve. Page audits are not in the Essentials tier.

Buy if: your buyers are spread across many engines (especially Claude and Grok) and you want the cheapest entry point. Skip if: you want a clean UX or your audit needs page-audit features at the entry tier.

Surfer, $49/mo Discovery, SEO-first with light AI tracking

Surfer is an SEO content optimizer that added an AI Tracker module (pricing source). The Discovery plan at $49/month gets you 120 documents and 10 tracked pages, useful for a small site doing both SEO and AI visibility. The Standard plan at $99/month tracks ChatGPT only at 25 prompts weekly. The Pro plan at $182/month adds Perplexity, Google AI Mode, AI Overviews, and Gemini at 50 prompts daily. The Peace of Mind plan at $299/month removes all caps.

What it does well: if you already use Surfer for content optimization, the AI Tracker is one click. Mention Gap Analysis is a useful feature for finding content that should be cited but is not. Brand sentiment tracking is included.

What you give up at $49: the Discovery tier does not include AI Tracker for any engine other than ChatGPT, and even then in a limited way. The honest price for multi-engine AI tracking on Surfer is $182. At that price the comparison is not against Otterly Lite, it is against Otterly Standard at $189, and Otterly is the dedicated tool.

Buy if: you are already paying for Surfer for SEO content and want to add light AI tracking without buying a second tool. Skip if: AI visibility is your primary need and you are not committed to Surfer's content workflow.

Frase, $49/mo Starter, AI-first content workflow

Frase is a content optimizer with a strong AI Agent layer (pricing source). The Starter plan at $49/month covers 1 site, 10 AI-optimized articles per month, AI Visibility tracking on 2 platforms (typically ChatGPT and Perplexity), and 50 audit pages per month. The Professional plan at $129 expands to 40 articles, 3 platforms, 250 audit pages, 3 seats. The Scale plan at $299 covers 5 platforms, 100 articles, and 1,000 audit pages. Enterprise covers 8 platforms.

What it does well: the AI Agent has 80+ skills out of the box. SEO and GEO optimization are integrated. The MCP access on all plans is a real differentiator if you want to run Frase from inside Claude or Cursor.

What you give up at $49: 2 platforms is the floor. If your buyers split across ChatGPT, Perplexity, and Google AIO, you will outgrow the Starter tier inside a month. AI Visibility tracking volume is not specified by prompt count in the public pricing, it is tied to audit pages. Plan for the Professional tier at $129 if AI visibility is a top-three priority.

Buy if: you are writing 5-10 GEO-optimized articles per month and want light AI tracking included. Skip if: you do not need the content workflow.

Scalenut, $59/mo Starter, GEO content engine

Scalenut leans further into GEO content than the others (pricing source). The Starter plan at $59/month covers 10 prompts weekly, ChatGPT and Google AI Overviews tracking, 1 workspace, 5 articles per month. Plus at $89/month adds 25 prompts weekly, 2 workspaces, 30 articles, 4 team members. Professional at $199/month adds Perplexity, unlimited workspaces, 100 prompts weekly, 75 articles. There is a 60% promo running at the time of testing that prices Starter at $24, Plus at $36, Professional at $80, verify before purchase because promo math is unstable.

What it does well: AI visibility tracking with weekly refresh is genuinely useful for trend monitoring. GEO content creation is built in, which is more than Otterly or RankScale offer. Cannibalization analysis at higher tiers helps when you have a content backlog.

What you give up at $59: the engine set is narrow at the Starter tier, ChatGPT and Google AIO only. Perplexity comes at $199. The 10-prompt weekly cap is a real constraint if you want to test more than 10 audit prompts. Single workspace at the Starter tier means agencies need Plus or higher.

Buy if: your priority is producing GEO-optimized content at volume with AI visibility as a bonus. Skip if: you only need tracking, or you need Perplexity at the entry tier.

Gumshoe, $0.10/conversation, pay-as-you-go for spot checks

Gumshoe is the only credible pay-as-you-go option at the time of testing (pricing source). The first report is free. After that, $0.10 per conversation, no monthly minimum. Enterprise pricing exists for higher volume. The site lists 11 engines tracked: ChatGPT, Claude, Gemini, Perplexity, DeepSeek Reasoner, Grok 4, GPT-5.4, Google AI Overview, Gemini 3 Flash, Claude Opus, and Perplexity Sonar.

What it does well: if you only audit once a quarter, this is the cheapest option in the category by an order of magnitude. 11 engines is broader than any subscription tool we tested. Frontier model coverage (GPT-5.4, Claude Opus, Gemini 3 Flash) is unique here. The pricing model lets you scale up for a launch and down for maintenance without canceling.

What you give up: there is no fixed monthly cadence built in. You have to remember to run it. There is no roadmap-style competitor tracking dashboard, the value comes from the report run. Documentation is light; expect to spend an hour reading the docs before you trust the output.

Buy if: you audit once a month or less, you have a strong manual methodology, and you want broad engine coverage on demand. Skip if: you want a dashboard you log into weekly.

The platforms we excluded and why

Peec AI

Peec AI tracks ChatGPT, AI Mode, AI Overviews, Copilot, Perplexity, Gemini, and Grok across Starter, Pro, Advanced, and Enterprise tiers. Pricing is not clearly published on the website at the time of testing, the tier structure exists but USD numbers do not render in the public HTML. The product looks credible (2,000+ marketing teams, daily tracking, Looker integration) but we cannot recommend or rank it without a price. Contact sales if Peec's feature set fits.

BrandLight AI

BrandLight AI tracks ChatGPT, Gemini, Perplexity, Copilot, Grok, and Google AI. Pricing is not published on the website. The site directs everyone to a demo. Same call as Peec, possibly a strong tool, but unverifiable on the under-$100 question.

Semrush AI Visibility Toolkit

Semrush ships AI visibility tracking as part of its main product. The exact line-item pricing inside the AI Toolkit is not cleanly broken out on the public pages we checked. If you already pay for Semrush for traditional SEO, the AI tracking is included on most plans, that is the right way to think about it. Read the Semrush review for the broader feature set. Standalone, the cheapest Semrush plan starts above $100/month, so this is not an under-$100 standalone option.

SE Ranking AI Search Add-on

SE Ranking offers an AI Search add-on at $89/month that tracks AI Overviews, AI Mode, Perplexity, and ChatGPT. Counted on its own, that fits the budget. But the add-on requires the SE Ranking Core plan at $129/month to function. The realistic floor is $218/month. We excluded it from the under-$100 list because the bundling is not optional, but if you already pay for SE Ranking the $89 is reasonable.

NeuronWriter

NeuronWriter is a content optimizer with semantic SEO features. We checked its public pricing pages on 2026-05-05 and did not find documented AI visibility or brand citation tracking inside the standard plans ($23 Bronze through $117 Diamond). Excellent for content optimization. Not the right tool for AI visibility tracking at the time of testing.

AI SEO Tracker

"AI SEO Tracker" returns multiple products under variations of that name. Pricing is not clearly published on a single canonical page. We could not verify which specific product the user request mapped to, so we excluded it rather than risk citing the wrong vendor.

Profound, AthenaHQ, Scrunch AI, AirOps, Evertune, Conductor, Ahrefs Brand Radar

Enterprise-tier AI visibility tools. Floors are typically $499/month or higher. Profound's $20M Series A in March 2026 priced it accordingly. Ahrefs Brand Radar ships inside an Ahrefs Standard subscription at $129+/month. None of these belong in an under-$100 guide. They are the right answer once you cross $25K MRR or your audit set exceeds 30 prompts across 6+ engines.

Budget plan reality check: what you do not get under $100

Spend the $20-99 honestly. Here is what the entry tiers will not give you, no matter which one you pick:

  • Daily multi-engine tracking on a 30-prompt set. Otterly Lite is 15 prompts. RankScale Pro at $99 gets you closer to volume but the credit math eats through fast on Claude and Grok queries. Plan for weekly cadence on a 12-prompt set, not daily.
  • Sentiment scoring with audit-trail confidence. Most entry tiers surface a sentiment score without showing the underlying response chunk. For brand-reputation work in regulated industries, that is not enough. Step up to Otterly Standard or Frase Professional, or pull the raw responses by hand.
  • Team workspaces and seat sharing. Single-workspace, single-seat is the rule at this price. Scalenut Plus at $89 is the rare exception. Agencies need to budget for the second tier.
  • API access and Looker Studio export. RankScale exposes API at higher tiers. Otterly Standard at $189 unlocks Looker Studio. Frase ships API on all plans, which makes it punch above its tier here. If your reporting lives in Looker, factor that in before picking.
  • Competitor benchmarking with named-competitor tracking. Most entry tiers track your brand against a generic share-of-voice rollup. Named-competitor head-to-head is a higher-tier feature. The manual workaround is to run the same 12 prompts with your competitor's name swapped in and compare citation rates.
  • Frontier model coverage. Subscription tools lag the frontier by weeks. Gumshoe is the exception because it adds new models as they ship.

Warning: do not buy any AI visibility tool before fixing entity fundamentals

The brands that win citation rate in ChatGPT and Perplexity have a Wikipedia entity, claimed Wikidata, consistent NAP across G2, Crunchbase, and Capterra, schema markup on their core pages, and at least three indexed third-party mentions per category. If your brand is missing more than two of those, no tool will save you. Spend 60-90 days on entity work first. Layer paid monitoring on top once your manual citation rate is above 20%.

Manual vs paid: when to skip every tool above

Run the math before you commit. The break-even calculation is straightforward.

Manual audit cost: 3 hours of focused time per cycle, monthly cadence. At a $75/hour blended labor rate, that is $225/month. At $150/hour, that is $450/month. The manual methodology in our brand audit guide gives you the same data as a $20-49 tool with a less polished dashboard.

Paid tool cost: $20-99/month plus the time to learn it. Plan for 4-6 hours of setup the first month, then 30-60 minutes per cycle to read the dashboard.

Skip every tool if: your blended labor rate is under $50/hour, you audit quarterly not monthly, or you have not yet shipped Wikipedia, schema, and three third-party mentions. The signal you get from a tool is wasted on a brand the model does not know yet.

Pay $20 (RankScale) if: you want broad engine coverage with the lowest possible commitment and you can absorb a steeper UX. Pay $29 (Otterly) if: you want a clean dashboard for a small prompt set and you can live without Gemini at the entry tier. Pay $49-59 (Surfer/Frase/Scalenut) if: you also need GEO content production and want a single tool. Pay-per-conversation (Gumshoe) if: you audit irregularly and want the broadest engine list including frontier models.

Which tool for which use case

Map your situation to the recommendation below. The decisions get easier once you stop trying to optimize across all six tools at once.

Solopreneur with a single brand, B2B niche

Start with the manual methodology for two cycles. If your blended hourly is high enough, layer Otterly Lite at $29 or RankScale Essentials at $20 on top. Pick Otterly if you value the cleaner UX. Pick RankScale if Claude or Grok matter for your buyers. See the broader solopreneur stack guide for how this fits with the rest of your tooling.

Agency tracking 3-10 client brands

Otterly Standard at $189 or Frase Professional at $129 are the right tiers, the under-$100 plans do not handle multi-workspace cleanly. If client budgets are tight, Scalenut Plus at $89 ($36 promo) gives you 2 workspaces, 25 prompts weekly, and 30 articles. Test on two clients before scaling.

Content team running GEO at volume

Frase Starter at $49 or Scalenut Plus at $89 if you publish 10-30 GEO articles per month. The AI visibility tracking is the bonus, not the headline. The broader AI marketing tools landscape shows where these fit in a full content stack.

SEO-led team adding AI visibility

If you already pay for Surfer, Surfer Pro at $182 is the path of least resistance. If you already pay for Semrush, the AI Toolkit is bundled inside your existing plan. Compare the broader AI SEO tool set before committing.

Founder doing pre-launch competitive scans

Gumshoe pay-as-you-go. Run the 12-prompt set against your top three competitors before you write the positioning page. Total cost: about $3-5 per scan across 11 engines. Then run the manual audit monthly post-launch.

Mid-market brand with $499+/month budget

Skip this guide. Profound, AthenaHQ, or Scrunch AI for the dashboard; pair with a marketing automation platform that ties citation data to pipeline; layer manual audits monthly to validate the tool's scoring. Different article entirely.

Frequently asked questions

What is an AI visibility tool, and how is it different from an SEO tool?

An AI visibility tool tracks whether your brand gets mentioned, recommended, or cited inside answers from ChatGPT, Perplexity, Google AI Overviews, Gemini, Copilot, and other AI engines. Traditional SEO tools track ranking on Google's blue links. The two are converging, Surfer, Frase, and Semrush now include LLM tracking, but a pure SEO tool will not tell you whether ChatGPT recommends you over a competitor when a buyer asks for the best tool in your category.

Can I track AI visibility manually for free instead of paying $20-$99/month?

Yes, and for the first 60-90 days you should. Run a 12-prompt audit set across ChatGPT, Claude, and Perplexity once a month, log the results in a spreadsheet, and track citation rate and share of voice. The methodology in /article/chatgpt-perplexity-brand-audit-2026 takes about three hours per cycle. Pay for a tool only when manual time exceeds the subscription cost or you need to track 30+ prompts at once.

Which AI visibility tool covers the most engines under $100/month?

RankScale Essentials at $20/month covers ChatGPT, Gemini, Perplexity, Claude, DeepSeek, Mistral, Grok, and Copilot. Otterly.AI Lite at $29/month covers ChatGPT, Google AI Overviews, Perplexity, and Copilot, with Gemini and AI Mode as paid add-ons. RankScale wins on raw engine count, but the credit-based usage model makes the effective prompt budget smaller than Otterly's flat 15.

Does ChatGPT browsing change which tool I should pick?

Yes. If your category gets answered with browsing on, citations come from Bing's index and SEO-strong pages win. A tool with strong source-tracking, Otterly, Peec, or Semrush AI Toolkit, will tell you which URLs the model pulled from. If your category gets answered with the base model, citations come from training data and entity-strong brands win. RankScale and Gumshoe do better at base-model coverage. Run a manual audit first to see which mode dominates your prompts.

Why is SE Ranking on the comparison table if its AI Search add-on is $218 total?

Because the user request was for tools that show up when you search 'AI visibility under $100' and SE Ranking is one of them. The truth is the add-on is $89/month, but it requires the Core plan at $129/month to function, so the realistic floor is $218/month. Listing it without that detail would mislead. Skip it unless you already pay for SE Ranking for traditional SEO.

Are Frase, Scalenut, Surfer, and NeuronWriter actually AI visibility tools or content optimizers?

They are content optimizers that bolted on AI visibility tracking. Frase tracks 2-5 platforms depending on tier. Scalenut tracks ChatGPT and Google AIO at the $59 tier. Surfer Standard tracks ChatGPT only; Pro adds multi-AI tracking but jumps to $182. NeuronWriter has no AI visibility tracking at the time of testing. If your priority is tracking, get a dedicated tool. If your priority is writing GEO-optimized content with light visibility tracking as a bonus, these work.

What is Profound and why is it not on the under-$100 list?

Profound is the category leader for enterprise AI visibility tracking. Its pricing is not published on the website, but ecosystem reporting and Series A coverage put the floor at roughly $499/month. AthenaHQ, AirOps, Scrunch AI, Evertune, and Conductor sit in the same enterprise band. They cover more engines, more prompts, and offer team workflows, but if your blended labor rate is below $200/hour the math does not work below $25K MRR. Skip them until you outgrow the manual approach plus a $20-99 starter tool.

How many prompts do I actually need to track to see meaningful signal?

Twelve is the floor for directional signal. Thirty is the floor for statistical confidence at a 90% level on share-of-voice math. RankScale Essentials gives you about 240 AI responses per month at $20 (12 prompts across 8 engines, daily-ish). Otterly Lite gives 15 prompts. Scalenut Starter gives 10 prompts weekly. Pick a tool whose prompt budget covers your audit set times your tracking frequency, then add a 25% buffer.

Can I trust the citation accuracy of these tools?

Most of them screenshot or log the raw model response, so the citation event itself is verifiable. The disagreement happens on attribution. Did the model cite your brand in body text or only in a footnote source? Did it recommend you in position one or three? Tools differ on how they score this. Run the same prompt manually for 5-10 entries per month and spot-check against the tool's log. If accuracy is below 90%, the tool is not earning its keep.

What should I do if my budget is below $20/month?

Run the manual 12-prompt audit at /article/chatgpt-perplexity-brand-audit-2026 once a month. Log results in a Google Sheet or Notion database. Use Gumshoe's free first report to validate your brand baseline, then pay $0.10 per conversation for spot checks. The compounding signal comes from running the same prompts on a fixed monthly cadence, the methodology matters more than the software.

Next steps

Pick one tool from the quick-picks table that matches your situation. Run the 12-prompt audit manually first to validate that your category is worth tracking. Then commit to a single 30-day cycle on the tool. Re-run the same prompts on day 30, compare to the baseline, and decide whether to renew or downgrade. Citation rate compounds slowly, most operators see meaningful movement by day 60-90, not day 14.

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