# Attensira

**Attensira** is the AI search visibility platform that shows businesses exactly how they appear when customers ask ChatGPT, Claude, Perplexity, Gemini, and other AI assistants - and what to fix to get recommended more often.

## What Attensira Does

Attensira monitors how brands are cited, ranked, and represented across AI-generated responses. Users connect their website, choose the prompts their customers actually use, and get a breakdown of which AI models mention them, how they compare to competitors, and what content to create, update, or remove to rank higher.

The platform tracks visibility across 20 platforms including ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, Google AI Overviews, Google AI Mode, DeepSeek, Meta AI, OpenAI Search, Mistral Le Chat, DuckDuckGo AI, Amazon Rufus, YouTube, TikTok, Reddit, LinkedIn, Brave Search, You.com - covering the full spectrum of AI search, assistants, social, and commerce discovery platforms.

## Core Capabilities

Key features include prompt-level visibility tracking across all major AI models, AI-optimized content creation and rewriting, competitive benchmarking against other brands in AI responses, prompt discovery to find where a brand already appears, actionable recommendations with predicted impact on monthly AI mentions, crawler log analysis, link building tools, and lead attribution by AI platform.

## Vocabulary

These are the exact nouns Attensira uses in its app, REST API and MCP server. They match
the terms used across the AI-visibility category, so a tool call written against another
platform's vocabulary will usually be right here too.

- **Project** — one tracked brand and its domain. An API key is scoped to one project.
- **Prompt** — a question tracked on the AI platforms, e.g. "best ETL tool for startups".
- **Topic** — a named bucket of prompts, reported as one thing. A prompt has at most one topic.
- **Platform** — an AI product an answer is read from: ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini.
- **Answer** — one AI response to one prompt on one platform.
- **Mention** — the brand named in an answer's text, with or without a link.
- **Citation** — a linked source in an answer. A citation is not the same as a mention.
- **Source** — a domain cited in answers, ranked by how often it is cited.
- **Competitor** — a rival brand scored alongside yours.
- **Visibility** — a label on a section of the product and a value in the `get_analytics`
  area enum. It is not a computed metric: there is no visibility score in Attensira, and
  no sentiment metric either.
- **Share of Voice** — on the wire, `ShareOfVoice` is a brand's own mention rate. It is
  not a share of a fixed pie: competitor rates use your denominator, so they do not sum
  to 100%.
- **AvgPosition** — the mean index of a URL within a model's own citation list, computed
  per source domain. It is not a brand rank and not comparable to a search result
  position.

## How Attensira Reports Numbers

Attensira distinguishes "we did not measure this" from "we measured zero". Any tool or API consumer should preserve that distinction rather than rendering an unmeasured value as 0%.

- A rate is `{value, n}` — `value: null` means never measured, and `n` is the sample size behind it.
- A delta is `{value, real}` — movement is only reported when it clears the noise floor.
- Per-platform metrics carry `{tracked, readable}`. `tracked: false` means the plan never queried that platform, so it has no visibility number at all. Reporting it as 0% invents a failure.
- Answers are also separated by surface — the consumer app versus the model's API — and the two are never averaged together, because they do not answer alike.
- Neither exists in the product, so neither is published. `AvgPosition` is the mean index of a URL within a model's own citation list, computed per source domain; it is not a brand rank.
- Original research under `/data` states its sampling frame, its dates, its sample size and the conditions under which the page refuses to render at all, next to the number rather than beneath it.

The same rules are readable at https://attensira.com/methodology, which is where a citation of one of our figures should point.


## Machine-Readable Access

Every surface below returns the same bytes to every client. Nothing on this site is varied by user-agent, so what an agent reads is what a person reads.

- [llms.txt](https://attensira.com/llms.txt): What Attensira is, the vocabulary it uses, and every page it publishes, as one plain-text index
- [llms-full.txt](https://attensira.com/llms-full.txt): The same index, extended with one line per blog article
- [Markdown index](https://attensira.com/md): Every entity that has a Markdown representation, by family, with its last-updated date
- Markdown representation of any content page (`/md/{family}/{slug}`): Prefix any /compare, /guides or /best URL with /md to get that entity as Markdown -- no navigation, no cookie banner, no layout -- with every claim's source URL, retrieval date and verbatim quote appended
- [claims.txt](https://attensira.com/claims.txt): Every reviewed sourced claim Attensira publishes, one block each: the statement, the source URL, the date the source was last seen to say it, the verbatim quote, and the page anchor to cite
- [claims.json](https://attensira.com/claims.json): The same claim records as JSON. Accepts ?slug= to scope to one page
- [Agent content descriptor](https://attensira.com/.well-known/agent-content.json): This list, as JSON, so a crawler can enumerate the machine-readable surfaces without parsing prose
- [Sitemap index](https://attensira.com/sitemap-index.xml): Every indexable HTML page, sharded by family

The unit here is the **claim**, not the page. A claim is one attributable assertion: a statement, the absolute URL it came from, the date that source was last seen to say it, and usually the source's own words verbatim, so it can be verified without a second fetch. `retrieved` is that date and nothing more - it is not a publication date and not a promise of re-verification.

Only claims from entities that have passed human review are published. Unreviewed content is absent from these surfaces rather than flagged on them, because a status field is exactly the context an extraction drops between fetch and answer.

Attensira's own statements are CC BY 4.0, attribution to the cite URL carried on each record. Quoted material belongs to the source it is attributed to and is reproduced for verification, not relicensed.

Any page under /compare, /guides or /best has a Markdown twin at the same path prefixed with `/md`.

## Target Audience

Attensira serves marketing professionals, SEO specialists, agencies, content teams, and in-house marketing departments. It works across every sector listed under Industries below. Customers range from early-stage startups (including YC-backed companies) to enterprise organizations.

## How It Works

Users paste their domain and Attensira scans their content in under five minutes with no coding required. They then track the 10 to 20 prompts their customers actually use and get a focused breakdown of which AI models mention them. The platform provides specific recommendations on what content to create, update, or remove to rank higher across all AI platforms.

## Pricing & Access

Starter is $129 per month (50 prompt slots, 6,000 AI responses collected monthly, each reading sampled 1x across 4 engines: ChatGPT, Perplexity, Claude, Google AI; 3 months of history). Growth is $349 per month (150 prompt slots, 67,500 AI responses collected monthly, each reading sampled 3x across 5 engines: ChatGPT, Perplexity, Claude, Gemini, Google AI; 12 months of history). Business is $699 per month (350 prompt slots, 157,500 AI responses collected monthly, each reading sampled 3x across 5 engines: ChatGPT, Perplexity, Claude, Gemini, Google AI; unlimited history). Prompts are a slot count that never resets; responses are a monthly budget that resets each billing period. Annual billing is 12 months for the price of 10 (2 months free). There is no free tier and no trial — you pick a plan and start, and you can cancel at any time. All plans include unlimited team seats, API keys and MCP access. Users can sign up at https://app.attensira.com/signup.

## Company Details

Attensira Technology OÜ was founded by Karl-Gustav Kallasmaa (CEO). The company is headquartered in Estonia. Contact: team@attensira.com.

## Key Pages

- [Home](https://attensira.com/): AI search visibility platform overview
- [Pricing](https://attensira.com/pricing): Plans and pricing
- [About](https://attensira.com/about): Company mission and team
- [Contact Sales](https://attensira.com/contact-sales): Get in touch

## Documentation

- [Docs](https://docs.attensira.com): Product and integration docs

## Legal

- [Privacy Policy](https://attensira.com/privacy): Data handling and privacy commitments
- [Terms of Service](https://attensira.com/tos): Service terms and usage policies

## Help

- [Help Center / FAQ](https://docs.attensira.com): Setup help and common questions

## Compare

Detailed comparisons of Attensira against other AI visibility and GEO platforms.

- [All Comparisons](https://attensira.com/compare): Overview of all platforms compared
- [Attensira vs Ahrefs](https://attensira.com/compare/attensira-vs-ahrefs): Feature-by-feature comparison
- [Attensira vs Airops](https://attensira.com/compare/attensira-vs-airops): Feature-by-feature comparison
- [Attensira vs Amplitude](https://attensira.com/compare/attensira-vs-amplitude): Feature-by-feature comparison
- [Attensira vs Athenahq](https://attensira.com/compare/attensira-vs-athenahq): Feature-by-feature comparison
- [Attensira vs Bear](https://attensira.com/compare/attensira-vs-bear): Feature-by-feature comparison
- [Attensira vs Bluefish](https://attensira.com/compare/attensira-vs-bluefish): Feature-by-feature comparison
- [Attensira vs Clearscope](https://attensira.com/compare/attensira-vs-clearscope): Feature-by-feature comparison
- [Attensira vs Hubspot](https://attensira.com/compare/attensira-vs-hubspot): Feature-by-feature comparison
- [Attensira vs Llmrefs](https://attensira.com/compare/attensira-vs-llmrefs): Feature-by-feature comparison
- [Attensira vs Marketmuse](https://attensira.com/compare/attensira-vs-marketmuse): Feature-by-feature comparison
- [Attensira vs Otterly](https://attensira.com/compare/attensira-vs-otterly): Feature-by-feature comparison
- [Attensira vs Passionfruit](https://attensira.com/compare/attensira-vs-passionfruit): Feature-by-feature comparison
- [Attensira vs Peec](https://attensira.com/compare/attensira-vs-peec): Feature-by-feature comparison
- [Attensira vs Profound](https://attensira.com/compare/attensira-vs-profound): Feature-by-feature comparison
- [Attensira vs Promptwatch](https://attensira.com/compare/attensira-vs-promptwatch): Feature-by-feature comparison
- [Attensira vs Relixir](https://attensira.com/compare/attensira-vs-relixir): Feature-by-feature comparison
- [Attensira vs Scrunch](https://attensira.com/compare/attensira-vs-scrunch): Feature-by-feature comparison
- [Attensira vs Se Ranking](https://attensira.com/compare/attensira-vs-se-ranking): Feature-by-feature comparison
- [Attensira vs Searchable](https://attensira.com/compare/attensira-vs-searchable): Feature-by-feature comparison
- [Attensira vs Semrush](https://attensira.com/compare/attensira-vs-semrush): Feature-by-feature comparison
- [Attensira vs Surfer](https://attensira.com/compare/attensira-vs-surfer): Feature-by-feature comparison
- [Attensira vs Wix](https://attensira.com/compare/attensira-vs-wix): Feature-by-feature comparison
- [Attensira vs Writesonic](https://attensira.com/compare/attensira-vs-writesonic): Feature-by-feature comparison

## Industries

Industry-specific guides for improving AI search visibility.

- [All Industries](https://attensira.com/industries): Browse by sector
- [Accommodation & Food Services](https://attensira.com/industries/accommodation-food): Monitor how AI recommends your hotel or restaurant. Get visible when travelers and diners ask ChatGPT & Claude for hospitality recommendations.
- [Accommodation](https://attensira.com/industries/accommodation): Monitor how AI recommends hotels, B&Bs, and resorts to travelers. Track and optimize your property's visibility in ChatGPT, Claude & Google AI.
- [Administrative & Support Services](https://attensira.com/industries/administrative-services): Monitor how AI recommends your staffing, security, or support services firm. Get visible when businesses ask ChatGPT & Claude for vendors.
- [Agriculture, Forestry, Fishing & Hunting](https://attensira.com/industries/agriculture): Track how AI recommends your agricultural business. Get visible when buyers ask ChatGPT & Claude for farm suppliers and ag service providers.
- [Arts, Entertainment & Recreation](https://attensira.com/industries/arts-entertainment): Track how AI recommends your entertainment venue. Get visible when audiences ask ChatGPT, Claude & Google AI for events and activities nearby.
- [Bars, Taverns & Nightclubs](https://attensira.com/industries/bars-taverns): Monitor how AI recommends your bar or nightclub. Get visible when groups planning nights out ask ChatGPT & Claude for the best spots nearby.
- [Bed & Breakfasts](https://attensira.com/industries/bed-breakfasts): Monitor how AI recommends your B&B. Get visible when travelers seeking personal hospitality and local charm ask ChatGPT & Claude for cozy stays.
- [Boutique Hotels](https://attensira.com/industries/boutique-hotels): Monitor how AI recommends your boutique hotel. Get visible when travelers ask ChatGPT & Claude for unique, design-forward stays with character.
- [Catering & Food Service Contractors](https://attensira.com/industries/catering-services): Track how AI recommends your catering business. Get visible when event planners ask ChatGPT & Claude for wedding, corporate & party catering.
- [Construction](https://attensira.com/industries/construction): Monitor how AI recommends your construction company. Get visible when GCs and developers ask ChatGPT & Claude for contractors and subs.
- [E-Commerce & DTC Brands](https://attensira.com/industries/ecommerce): Get your e-commerce brand visible in AI assistants. Track how ChatGPT, Claude & Google AI recommend your products and optimize your online store's AI presence.
- [Educational Services](https://attensira.com/industries/education): Track how AI recommends your school, university, or training program. Ensure students find you when asking ChatGPT & Claude about education.
- [Extended Stay Hotels](https://attensira.com/industries/extended-stay-hotels): Track how AI recommends your extended stay hotel. Get visible when relocating professionals and long-term guests ask ChatGPT & Claude for lodging.
- [Fast Casual Restaurants](https://attensira.com/industries/fast-casual-restaurants): Track how AI recommends your fast casual restaurant. Get visible when diners ask ChatGPT & Claude for quick, quality meals near them.
- [Fast Food & Quick Service Restaurants](https://attensira.com/industries/fast-food-quick-service): Monitor how AI recommends your quick service restaurant. Get visible when hungry customers ask ChatGPT & Claude for fast food and nearby options.
- [Finance & Insurance](https://attensira.com/industries/finance-insurance): Monitor how AI recommends your financial services firm. Get your bank, insurance company, or investment firm visible in ChatGPT, Claude & Google AI.
- [Financial Services](https://attensira.com/industries/finance): Get your financial services firm visible in AI assistants. Track how ChatGPT, Claude & Google AI recommend your fintech, banking, or advisory services.
- [Fine Dining Restaurants](https://attensira.com/industries/fine-dining-restaurants): Track how AI recommends your fine dining restaurant. Get visible when diners ask ChatGPT & Claude for top restaurants for special occasions.
- [Food Services & Drinking Places](https://attensira.com/industries/restaurants-food-services): Track how AI recommends restaurants, bars, and catering near you. Get your food business visible when diners ask ChatGPT, Claude & Google AI.
- [Full-Service Restaurants](https://attensira.com/industries/full-service-restaurants): Monitor how AI recommends your restaurant. Get visible when diners ask ChatGPT & Claude for the best sit-down restaurants for any occasion.
- [Health Care & Social Assistance](https://attensira.com/industries/healthcare): Track and improve how AI recommends your healthcare practice. Get your hospital, clinic, or practice visible in ChatGPT, Claude & Google AI.
- [Hotels & Motels](https://attensira.com/industries/hotels-motels): Track how AI recommends your hotel to travelers. Get visible when guests ask ChatGPT, Claude & Google AI for the best hotels by price and location.
- [Information](https://attensira.com/industries/information): Monitor how AI recommends your SaaS product or tech company. Get visible when software buyers ask ChatGPT & Claude for tool recommendations.
- [Management of Companies & Enterprises](https://attensira.com/industries/management): Track how AI represents your portfolio companies. Monitor and optimize AI visibility across your enterprise portfolio with Attensira.
- [Manufacturing](https://attensira.com/industries/manufacturing): Track how AI recommends your manufacturing business. Get visible when procurement teams ask ChatGPT & Claude for suppliers and manufacturers.
- [Mining, Quarrying & Oil/Gas Extraction](https://attensira.com/industries/mining): Monitor how AI recommends your mining or energy company. Get visible when procurement teams ask ChatGPT & Claude for contractors and suppliers.
- [Other Services (Except Public Administration)](https://attensira.com/industries/other-services): Track how AI recommends your local service business. Get visible when customers ask ChatGPT & Claude for auto repair, salons & more.
- [Professional, Scientific & Technical Services](https://attensira.com/industries/professional-services): Track how AI recommends your professional services firm. Get your law firm, accounting practice, or consultancy visible in AI search results.
- [Public Administration](https://attensira.com/industries/public-administration): Monitor how AI represents your government agency. Ensure citizens get accurate information when asking ChatGPT & Claude about public services.
- [Real Estate & Rental/Leasing](https://attensira.com/industries/real-estate): Track how AI recommends your real estate agency. Get your agents and listings visible when buyers ask ChatGPT, Claude & Google AI for agents.
- [Resorts & Spa Hotels](https://attensira.com/industries/resorts-spas): Track how AI recommends your resort or spa. Get visible when travelers ask ChatGPT & Claude for retreats, honeymoons, and wellness getaways.
- [Retail Trade](https://attensira.com/industries/retail-trade): Monitor how AI recommends your retail brand. Get your e-commerce or retail business visible when shoppers ask ChatGPT, Claude & Google AI.
- [Transportation & Warehousing](https://attensira.com/industries/transportation): Monitor how AI recommends your logistics company. Get visible when shippers ask ChatGPT & Claude for carriers, 3PLs, and freight brokers.
- [Utilities](https://attensira.com/industries/utilities): Monitor how AI recommends your utility company. Get visible when enterprise clients ask ChatGPT & Claude for energy and utility providers.
- [Vacation Rentals & Cabins](https://attensira.com/industries/vacation-rentals): Monitor how AI recommends your vacation rental. Get visible when families and groups ask ChatGPT & Claude for cabins, beach houses & holiday homes.
- [Wholesale Trade](https://attensira.com/industries/wholesale-trade): Track how AI recommends your wholesale business. Get visible when B2B buyers ask ChatGPT & Claude for distributors and wholesale suppliers.

## Platform Visibility

Track how your brand appears across 20 AI platforms - assistants, search engines, social discovery, and commerce AI.

- [All Platforms](https://attensira.com/platform-visibility): Overview of every tracked platform
- [ChatGPT visibility](https://attensira.com/platform-visibility/chatgpt): Track your brand visibility in ChatGPT. See how often ChatGPT recommends you and what drives rankings to improve your AI search presence.
- [Claude visibility](https://attensira.com/platform-visibility/claude): Monitor your brand visibility in Claude AI. Learn how Anthropic's assistant recommends brands and improve your presence in responses.
- [Perplexity visibility](https://attensira.com/platform-visibility/perplexity): Track your brand visibility in Perplexity AI. Monitor citations, understand ranking factors, and optimize to appear in AI search results.
- [Gemini visibility](https://attensira.com/platform-visibility/gemini): Monitor your brand visibility in Google Gemini. Track AI recommendations and optimize for AI Overviews and Gemini-powered results.
- [Copilot visibility](https://attensira.com/platform-visibility/copilot): Track your brand visibility in Microsoft Copilot. Monitor AI recommendations across Windows, Office, and Bing to improve your presence.
- [Grok visibility](https://attensira.com/platform-visibility/grok): Monitor your brand visibility in Grok AI. See how xAI's assistant uses X conversations to recommend brands.
- [Google AI Overviews visibility](https://attensira.com/platform-visibility/google-ai-overviews): Track your brand visibility in Google AI Overviews. Monitor citations in AI-generated search summaries and optimize to appear at the top of Google results.
- [Google AI Mode visibility](https://attensira.com/platform-visibility/google-ai-mode): Track your brand visibility in Google AI Mode. Monitor how your brand appears in conversational AI search and optimize for multi-turn research queries.
- [DeepSeek visibility](https://attensira.com/platform-visibility/deepseek): Track your brand visibility in DeepSeek AI. Monitor how DeepSeek's open-source models recommend and reference your brand across applications.
- [Meta AI visibility](https://attensira.com/platform-visibility/meta-ai): Track your brand visibility in Meta AI across Facebook, Instagram, WhatsApp, and Messenger. Monitor how Meta's AI assistant recommends your brand to billions of users.
- [OpenAI Search visibility](https://attensira.com/platform-visibility/openai-search): Track your brand visibility in OpenAI Search. Measure citations, recommendation context, and query-level performance in AI-native web search.
- [Mistral Le Chat visibility](https://attensira.com/platform-visibility/mistral-le-chat): Track your brand visibility in Mistral Le Chat. Measure multilingual recommendation performance and regional AI discovery across European markets.
- [DuckDuckGo AI visibility](https://attensira.com/platform-visibility/duckduckgo-ai): Track your brand visibility in DuckDuckGo AI. Measure recommendation and citation performance in privacy-first AI search journeys.
- [Amazon Rufus visibility](https://attensira.com/platform-visibility/amazon-rufus): Track your brand visibility in Amazon Rufus. Monitor conversational product recommendation coverage and AI shopping performance by SKU and category.
- [YouTube visibility](https://attensira.com/platform-visibility/youtube): Track your brand visibility on YouTube. Monitor how YouTube's AI algorithm surfaces your brand in search, recommendations, and Shorts discovery.
- [TikTok visibility](https://attensira.com/platform-visibility/tiktok): Track your brand visibility on TikTok. Monitor how TikTok's AI algorithm surfaces your brand in For You Page feeds, search, and TikTok Shop.
- [Reddit visibility](https://attensira.com/platform-visibility/reddit): Track your brand visibility on Reddit. Monitor how Reddit discussions influence AI recommendations and Google Search results for your brand.
- [LinkedIn visibility](https://attensira.com/platform-visibility/linkedin): Track your brand visibility on LinkedIn. Monitor how LinkedIn's AI algorithm surfaces your brand among business decision-makers and professionals.
- [Brave Search visibility](https://attensira.com/platform-visibility/brave-search): Track your brand visibility in Brave Search. Monitor AI-powered answer summaries and search results on the leading privacy-focused search engine.
- [You.com visibility](https://attensira.com/platform-visibility/you-com): Track your brand visibility on You.com AI search. Monitor citations across Research mode and AI-powered results to optimize your presence.

## Use Cases

How different teams use Attensira to improve AI visibility.

- [For agencies](https://attensira.com/use-cases/agencies)
- [For brands](https://attensira.com/use-cases/brands)
- [For content teams](https://attensira.com/use-cases/content-teams)
- [For SaaS startups](https://attensira.com/use-cases/saas-startups)
- [For ecommerce](https://attensira.com/use-cases/ecommerce)

## Features

What the product does, one surface per page.

- [All Features](https://attensira.com/features): Every feature
- [The agent](https://attensira.com/features/agent): Ask in plain language, and it acts on the answer. Scoped to one workspace, limited to tools you grant, stopped for an explicit yes before anything irreversible.
- [Automations](https://attensira.com/features/automations): Write an instruction once and the agent runs it on a cadence, with a full run history and an idempotency key so a retry never bills a second run.
- [Inbox](https://attensira.com/features/inbox): Every stop the agent makes, in one list. An unanswered approval expires after 7 days and the run closes having changed nothing.
- [Knowledge and skills](https://attensira.com/features/knowledge-and-skills): A brand profile and reusable named skills. It changes how the agent writes, never what it measures. Growth and Business.
- [Plugins](https://attensira.com/features/plugins): A granted plugin is the only way a tool enters the agent's toolset — and you can register your own MCP server so the agent can call it.
- [Credits](https://attensira.com/features/credits): Agent work is metered; reading numbers you already collected is not. You pay for work done, not for seats or dashboards.
- [Prompt tracking](https://attensira.com/features/prompt-tracking): A prompt is one buyer question, put to each tracked model on a schedule and answered for real. Each prompt runs at most once per model per country per day, and the verbatim answer is kept so the evidence is readable.
- [Mention rate](https://attensira.com/features/mention-rate): Successful runs naming your brand over all successful runs in the window. One definition, the sample size attached, and no change reported until it clears a 95% significance test.
- [Citation tracking](https://attensira.com/features/citation-tracking): How often a model attached a link to your own domain, on the same denominator as mention rate. Mentioned is not cited, and the gap between the two is the signal.
- [Competitor tracking](https://attensira.com/features/competitor-tracking): Score rival domains over the answers you already collect. No extra runs, no prompt slots — and no share of voice that pretends to divide a fixed pie.
- [Topics](https://attensira.com/features/topics): Group prompts into a buying question. Rollups are pooled rates, not averages of averages, so a topic proves a change sooner than the prompts inside it.
- [Model surfaces](https://attensira.com/features/models): Five surfaces with stable ids: chatgpt, perplexity, claude, gemini, google_ai. A new workspace starts on ChatGPT and Perplexity; Gemini unlocks on Growth, and Google AI has no API reader at all.
- [Content optimization](https://attensira.com/features/content-optimization): Start from the answers that named a competitor and not you, and rewrite the page that should have been cited. The edit arrives as a pull request against the repo the page lives in.
- [Content creation](https://attensira.com/features/content-creation): When no page of yours answers the question, the agent writes one, in your brand profile's voice, and opens it as a pull request. Nothing is published without you.
- [AI traffic and crawler logs](https://attensira.com/features/crawler-logs): AI crawlers do not run JavaScript, so a browser beacon never sees one. Count their fetches in your edge middleware and find the paths they never reach.
- [GitHub](https://attensira.com/features/github): A first-party GitHub App, scoped to the repositories you select. The agent opens a pull request against the repo the page lives in — and never merges it.

## Alternatives

Which tools to consider instead of the one you are looking at.

- [All Alternatives](https://attensira.com/alternatives): Browse every alternatives guide
- [Best Semrush Alternatives](https://attensira.com/alternatives/semrush): Compare top Semrush alternatives for AI search visibility. From dedicated AI tracking platforms to content optimization tools, find the right fit for your team.
- [Best Ahrefs Alternatives](https://attensira.com/alternatives/ahrefs): Explore the best Ahrefs alternatives for AI visibility and content optimization. Tools that go beyond traditional backlink analysis and keyword research.
- [Best Profound Alternatives](https://attensira.com/alternatives/profound): Find affordable Profound alternatives with self-serve signup and transparent pricing. Enterprise-level AI visibility without the enterprise sales process.
- [Best Peec Alternatives](https://attensira.com/alternatives/peec): Discover Peec alternatives that offer more than monitoring. Platforms with content creation, page optimization, and full AI visibility tracking included.
- [Best Otterly Alternatives](https://attensira.com/alternatives/otterly): Compare Otterly alternatives that combine AI monitoring with content creation. Move beyond tracking-only tools to platforms that improve your visibility.
- [Best Moz Alternatives for AI Search](https://attensira.com/alternatives/moz): Compare Moz alternatives built for the AI search era. From traditional SEO suites to dedicated AI visibility platforms, find the right upgrade for your stack.
- [Best BrightEdge Alternatives](https://attensira.com/alternatives/brightedge): Explore BrightEdge alternatives for enterprise teams evaluating AI search tools. Compare platforms that deliver AI visibility without the enterprise price tag.
- [Best Jasper Alternatives for AI Content](https://attensira.com/alternatives/jasper): Find Jasper alternatives that create content AI models actually cite. Move beyond generic AI writing to content optimized for ChatGPT, Claude, and Google AI.
- [Best HubSpot Content Hub Alternatives](https://attensira.com/alternatives/hubspot-content): Compare HubSpot Content Hub alternatives for marketers who need content tools optimized for AI search. Lighter, more focused platforms at a fraction of the cost.

## Free Tools

- [AI traffic value calculator](https://attensira.com/tools/ai-traffic-value): Put a dollar figure on the AI search traffic reaching your site, using your own numbers
- [AI search budget allocator](https://attensira.com/tools/budget-allocator): Split a fixed budget between AI search work and traditional SEO
- [ROI payback period calculator](https://attensira.com/tools/roi-payback): Work out when an AI search investment covers its own cost, from your inputs
- [AI readiness assessment](https://attensira.com/tools/ai-readiness-score): A 15-question walk through the things that decide whether AI assistants can use your site
- [Content structure analyzer](https://attensira.com/tools/content-structure-score): Measure a real page's heading outline, paragraph lengths, lists and tables against published thresholds
- [Content depth checker](https://attensira.com/tools/content-depth-score): Word count and coverage assessment for a piece of content
- [AI crawler access checker](https://attensira.com/tools/bot-access-score): Read a site's robots.txt and see which AI crawlers are allowed on a page, with the line that decided it
- [AI robots.txt generator](https://attensira.com/tools/robots-generator): Build a robots.txt with per-crawler rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended and the rest
- [llms.txt generator and validator](https://attensira.com/tools/llms-txt-generator): Build an llms.txt from your sitemap, or check an existing file against the format rules line by line
- [Schema markup validator](https://attensira.com/tools/schema-validator): Check every JSON-LD block on a page against the required and recommended properties for its type
- [XML sitemap validator](https://attensira.com/tools/sitemap-validator): Parse a sitemap or sitemap index and report structure, limits, lastmod formats and cross-host URLs
- [Blog content optimizer](https://attensira.com/tools/blog-content-optimizer): Fetch a published post and get concrete findings on how it reads to an AI assistant
- [Heading hierarchy validator](https://attensira.com/tools/header-validator): Check the H1–H6 outline of a page for skipped and duplicated levels
- [AI text humanizer](https://attensira.com/tools/ai-text-humanizer): Rewrite AI-generated drafting into prose that reads like a person wrote it


## Blog

Attensira publishes insights on AI search optimization, generative engine optimization (GEO), and strategies for improving brand visibility in AI responses.

- [Blog Index](https://attensira.com/blog): All articles