LightSite AI vs TollBit (2026): which should you pick?
As of Oct 23, 2026, TollBit grades higher than LightSite AI: 3.0 against 1.8 out of 4.0.
Checked Oct 23, 2026 · graded Oct 23, 2026 by ToolGPA
TollBit grades higher on value for money and the free plan. They get the same grade on features, ease of use and platforms.
Price, platforms and features side by side. The table says where each price was read and when.
LightSite AI
AI-readable site layer with AI bot analytics and visibility tracking
Which one is for you
Pick LightSite AI if
- Fits if you want structured data and an AI sitemap added to your site through one snippet
- Works for large brands tracking AI answers in Japan or other local languages, on Enterprise
Look elsewhere if
- Pricey if you just want AI answer tracking, as daily checks with competitors and citations start at $299 a month
- Tight if more than one person or domain is involved, as Foundation and Pro cover 1 user and 1 domain
- Skip it if you'd rather pay monthly, as every plan is billed a year upfront
- Watch out: the 7-day trial turns into a paid year unless you cancel it
- Watch out: Search Console, content drafts and implementation support are Enterprise only
Pick TollBit if
- Fits if you run a news or media site and want AI companies to pay for what they read
- Works for publishers that want to see which AI bots read pages without sending visitors back
Look elsewhere if
- Skip it if you want to track what AI answers say about your brand, as it doesn't
- Not for you if you can't touch your CDN, since that's how it connects
- Tight if you're counting on the income, since it depends on AI companies paying for access through TollBit
- Watch out: Agent Site, the product for brands, is sold through a demo with no price shown
How we grade them
| 1.8GPALightSite AIWeak | 3.0GPATollBitVery good | |
|---|---|---|
| Value for money | DFoundation is $129 a month billed yearly, with no monthly option, for 1 user, 1 domain and basic visibility tracking. That's where this category's dearest tenth starts, and competitor, sentiment and citation tracking need Pro at $299. | AFree for publishers: the analytics, the bot paywall and the licensing tools cost nothing, and TollBit takes its fee from AI companies instead. Its rivals here, Known Agents and Siteline, charge from $25 and $49 a month. Agent Site for brands goes through a demo, with no price shown. |
| Free plan and trial | DA 7-day free trial, but it turns into a paid year unless you cancel. A pro rata refund is possible in the first 90 days, and there's no free plan. | AFree outright for publishers, with no cap on record, and you keep all of what AI companies pay through it. Only the brand product, Agent Site, needs a demo to get going. |
| Features | CThe AI-readable site layer, AI bot and crawler logs, visibility tracking and AI-referred visits. The gaps: Foundation's tracking is basic, and daily checks with competitors, sentiment and citations need Pro. | CAI bot and agent analytics, a paywall that makes bots pay per use, licensed retrieval, content controls, a scraper audit and agent-only pages. It does that job fully, but it's a different one: it doesn't check how AI answers mention you. |
| Ease of use | CNo rating on record. The layer goes in with a snippet or Tag Manager and no CMS plugin, but the tracking still needs prompts and competitors set up. | CNo rating on record. It goes in through your CDN, such as Cloudflare, Fastly or Akamai, rather than a script on the page. The FAQ puts that at under 30 minutes, but someone needs access to the CDN. |
| Platforms and integrations | BWeb only, with no desktop or phone app. It works with Google Tag Manager, Slack, ChatGPT and Claude, though Search Console is Enterprise only. | BWeb only, with no desktop or phone app. It hooks into Cloudflare, Fastly, Akamai, CloudFront, Google Cloud CDN, Azure Front Door and Vercel, and has an API and support for MCP and NLWeb. |
| Best for | making a site readable to AI without developer work | publishers who want AI companies to pay for access |
The GPA is the average of the five grades: an A is 4 points, an F is none. The full reasons are on each tool's page: LightSite AI and TollBit. How we grade
Price against what you get
LightSite AI starts at $129 a month and scores 2.3 out of 4 on features, ease of use and platforms. TollBit has no paid plan and scores 2.3.
They score the same, and TollBit starts $129 a month lower. Of the other AI search visibility tools on the chart, 23 score higher than LightSite AI for less, and none scores higher than TollBit for less.
Features, ease of use and platforms, averaged
What paid plans start at, a month (each step along is roughly double) →
- The best score at each price
- Has a free plan
- No free plan
Where they differ
- LightSite AI also covers schema markup.
At a glance
| LightSite AI | TollBit | |
|---|---|---|
| Pricing | Free trial | Free |
| Starts at | $129 per month for 500 prompts, billed annually | Free |
| Free plan | None | Free for publishers: AI bot analytics, the bot paywall and licensing tools at no charge, and publishers keep all the revenue AI companies pay them through TollBit. |
| Free trial | 7-day free trial that converts to a paid annual subscription unless cancelled | None listed |
| Web | ||
| Made by | LightSite AI | Novoscribe, Inc. |
| Price read from | lightsite.ai | tollbit.com |
| Checked | Oct 23, 2026 | Oct 23, 2026 |
Worth knowing
LightSite AI
- Plans are billed annually in advance; no monthly option is shown on the pricing page.
- Foundation and Pro cover one user and one domain; more users and domains need Enterprise.
- The trial converts to a paid year unless cancelled; a pro rata refund is possible in the first 90 days.
- Google Search Console, content drafts and implementation support are Enterprise only.
TollBit
- The Agent Site product for brands is sold through a demo, and the site does not say what it costs.
- Publisher revenue depends on AI companies paying for access through TollBit; the vendor says it works with AI demand partners.
- It works through the site's CDN, such as Cloudflare, Fastly, Akamai or CloudFront, rather than as a stand-alone app.
- It reports on AI bot traffic to a site, not on how AI chat answers mention a brand.
Key features
LightSite AI
- AI-readable website layer
- A snippet or tag manager install publishes structured endpoints, JSON-LD, an AI sitemap and agent manifests on your domain, with no CMS plugin.
- AI bot and crawler analytics
- Records which AI crawlers and agents request which pages; Pro adds bot journey, page-level and link-level analytics.
- AI search visibility tracking
- Pro tracks prompts daily across ChatGPT, Gemini, Claude and Perplexity, with competitor, sentiment, position and citation source analysis.
- LLM traffic attribution
- On Pro, counts human visits referred by AI assistants where the referral can be identified.
- Action recommendations
- Pro suggests fixes to improve how the brand appears; Enterprise adds content briefs and drafts, gap scans and outreach preparation.
TollBit
- AI traffic analytics
- Shows which AI bots and agents request your pages, what they read, how often, and which pages they read without sending visitors, across a portfolio of sites.
- Bot and agent paywall
- Replaces anonymous scraping with authenticated access and usage-based prices that the publisher sets for AI companies.
- Licensed retrieval access
- Offers AI systems licenses for retrieval use, from summaries to full article display, and supports direct one-to-one licensing deals.
- Content controls and scraper audit
- Choose what AI systems may access on your site, and test what scrapers can still retrieve.
- Agent Site and CMS
- Serve agents their own version of a site, with extra pages, FAQs and fact boxes they see and visitors do not, tailored by AI platform.
- Agent protocols and task tests
- Supports MCP, WebMCP, NLWeb, A2A and other agent protocols, and measures whether agents complete customer tasks on your site.
Plans
LightSite AI
Foundation$129
per month for 500 prompts a month, billed annually
One user and one domain, the AI-readable website layer, LLM bot and crawler analytics, and basic visibility and brand mention tracking.
Pro$299
per month for 2,700 prompts a month, billed annually
Daily monitoring across major LLMs, competitor, sentiment and citation tracking, LLM traffic attribution, full structured data and onboarding.
EnterpriseCustom
Unlimited prompts, users and domains, Japan and local-language tracking, Search Console, content drafts, outreach prep and premium SLA.
TollBit
Publishers$0
Analytics, bot paywall, content controls and licensing at no charge; TollBit charges AI companies a transaction fee instead.
Common questions
Which is cheaper, LightSite AI or TollBit?
As of Oct 23, 2026, TollBit is cheaper to start with: it is free, against $129 a month for LightSite AI. LightSite AI starts at $129 per month for 500 prompts, billed annually, and TollBit is free.
Which has a free plan, LightSite AI or TollBit?
As of Oct 23, 2026, only TollBit has a free plan. LightSite AI does not, though it has a free trial.
More comparisons
How this page was made
- The verdict at the top follows a fixed rule. When both tools are in the same category and either is in our top three for it, the verdict follows that ranking: the higher-placed tool is our pick. The top three weigh who each tool suits as well as its grades, so a pick can go against the GPA. Otherwise the page does not pick one and says which grades higher: the higher GPA first; on a tie, the one with a free plan, then the one that starts cheaper in dollars a month, counted the same way for both; if they are still level, what the choice depends on.
- The grades are our own, from each tool’s review or report card. The GPA is their average.
- Prices, plans and platforms come from each tool’s listing. The table above says where each price was read and when.
- The differences and the answers to the questions are worked out from those listings.