Visualping alternatives in 2026
The data behind the pages you watch, as rows at 5¢ to $1 a row.
Visualping costs $0 a month for 150 checks on 5 pages, $14 to $70 a month on its Personal plans and $140 to $350 a month on its Business plans, which hold 20,000 to 50,000 checks on 200 to 500 pages. A check is one visit to a page you added, a check that runs into an error still uses a check, and checks do not roll over. Structured data outputs come with its Solutions plan, sold by custom quote.
SpecStream is the best alternative to Visualping for analysts and newsrooms that need the numbers on those pages as a table. SpecStream is the live web data engine for teams and agents: you ask in plain words, and it searches the live web, reads every page that holds the facts and returns structured rows. The same request reruns hourly to yearly, and each row comes back labeled changed, unchanged or no longer matching. You see the most the run can cost before it starts, and you pay 5¢, 15¢ or $1 for each row delivered.
New accounts get $10 of credit, no card.
SpecStream and Visualping side by side
| SpecStream | Visualping | |
|---|---|---|
| What you send | The data you want in plain words, with the conditions every row must meet | The URL of each page to monitor, one monitor per page |
| What you get back | Structured rows, one record per company, filing, rule or place, with facts from many sites joined. Source URL and read time on every value | The check history of the pages you added. Structured data outputs and ongoing extraction come with the Solutions plan, sold by custom quote |
| Which pages are read | SpecStream searches the live web and reads every page that holds the facts. You name no URLs | The pages you add: 5 on Free, 10 to 40 on Personal plans and 200 to 500 on Business plans. At the limit you pause a monitor, add pages or change plans |
| Data already held | Public databases read every morning at specstream.ai/data: every company that filed a Form D since 2023 with its filing history, nearly 2 million US nonprofits, every US bank failure since 1934, federal rules, open federal contracts and grants, and local businesses. Signals such as funding rounds, new executives and layoffs at specstream.ai/signals. Ask for your own cut of any of them | The change history of the pages you monitor, kept for three months by default and up to one year on Business. Its terms say Visualping will never package and resell data |
| Search and page APIs | Search API at $5 per 1,000 searches of up to 10 results. Extract API at $0.80 per 1,000 pages, and a page with no text is not charged | The API starts a check on monitors you already have and returns their check history. API usage draws on the plan's check quota |
| The unit you pay for | A delivered row: 5¢, 15¢ or $1 by how much the row needs, plus 5¢ for an email and 15¢ for a phone. The same rate on every plan | A check, one visit to one page, bought by the month: 150 on Free, 1,000 to 10,000 on Personal plans at $14 to $70, and 20,000 to 50,000 on Business plans at $140 to $350. Checks do not roll over |
| What failed or empty work costs | Nothing. A row left out, a retry and a run that finds nothing are not charged | A check that runs into an error still uses a check. A check is counted every time Visualping visits a page |
| The cost cap before a run | The most the run can cost, quoted before it starts. Nothing runs until you approve it, and there are no automatic overages | The plan's monthly checks. When they run out, monitoring pauses until the allowance resets or you move to a larger plan |
| Reruns and change labels | Hourly to yearly. Each row comes back labeled changed, unchanged or no longer matching. A changed or new row costs half its rate, an unchanged row 1¢ | Every visit uses a check. One page monitored daily uses up to 31 checks a month, and the Free plan's 150 checks cover its 5 pages about once a day |
| Seats | No seats. Your team and your agents spend from one balance, at the same row rates on every plan | 1 user on Free and Personal plans and 5 to 11 on Business plans. An additional user costs $60 a year, and each workspace has its own plan |
| MCP and API | MCP server, REST API, Python and TypeScript SDKs, a CLI and A2A. An agent can buy one request with no account, by card or in USDC | REST API and MCP server on every plan. Up to 5 active API keys, and 200 requests per rolling minute on the endpoint behind its diff links |
Why Visualping buyers move to SpecStream
You ask for the dataset, and SpecStream finds the pages
Visualping visits the URLs you add, and a plan holds 5 to 500 of them. Finding those pages and turning each change into a table stays with you. On SpecStream the request is the whole job. It can be companies, filings, rules, tenders or places: "every US state attorney general settlement over a data breach in 2026, with the state, the company, the amount and the date", or "every hospital in Texas that changed owner since 2023, with the buyer and the date". SpecStream reads the request back as parts you can edit, the conditions every row must meet and the facts to bring back, then searches the live web, reads each page and joins what it finds into one record. A count nobody published arrives as a table in your sheet.
Every number has its page and read time
Source URL and read time on every value. For any row, get_find_decisions returns each condition's answer with its reason, the value, the source and the time it was read. replay_find_decisions reads the saved record again at no charge: same record, same answer. When an editor or a fact checker asks where a number is from, they open the page from the row.
A table costs what its rows cost, and you approve it first
Visualping sells checks by the month, and a visit that finds no change or runs into an error uses one. SpecStream bills the rows that meet your request: 5¢ for a row with up to 5 facts, 15¢ for up to 15 facts and one set of related records, and $1 for a deep row with no limit. A table of 500 rows with 15 facts each costs $75. Every request gets a quote of the most it can cost, good for 30 minutes, and nothing runs until you approve it. The searches and pages behind each row cost nothing, and a run that finds nothing costs nothing.
A row that did not change costs 1¢ to recheck
Save the request and it reruns hourly to yearly. Each row comes back labeled changed, unchanged or no longer matching, and new matches arrive in Slack, email, a sheet, a CRM or a signed webhook. A changed or new row costs half its rate (3¢, 8¢ or 50¢) and an unchanged row costs 1¢, so rechecking 1,000 rows that did not change costs $10. Rows you already own are never charged again.
The databases SpecStream already holds
SpecStream reads public databases every morning and publishes each reading. On Nov 9, 2026, specstream.ai/data/bank-failures held all 3,526 US bank failures the FDIC has recorded since 1934, and specstream.ai/data/federal-rules held 13,026 federal rules and proposed rules published since January 2, 2024, with 169 proposed rules open for comment. Ask for your own cut of either, and each new closure or rule reaches you as a row.
The Search and Extract APIs are measured on public benchmarks
SpecStream's search API scores 97.9 F-score on all 1,000 official SimpleQA Verified questions (978 correct), and 64.0 item F1 and 43.4 row F1 on all 200 official WideSearch tasks. The Extract API scores 0.908 F1 on WCXB. Scores and method are at specstream.ai/benchmarks. A search costs $5 per 1,000 and a page read $0.80 per 1,000, on the same balance as your rows.
Other Visualping alternatives
SpecStream
The live web data engine for teams and agents. One request in plain words returns structured rows from the live web at 5¢, 15¢ or $1 a delivered row, under a maximum you approve before the run. The Search API costs $5 per 1,000 searches and the Extract API $0.80 per 1,000 pages.
Distill
A web page monitor that runs in the browser or in its cloud. The Professional plan is $35 a month and Flexi starts at $80 a month. In the cloud, checks are counted in units of 10 seconds, and extra checks sell at 4,000 for $1. SpecStream counts delivered rows, and a row that did not change costs 1¢ to recheck.
Sken.io
A page change monitor sold by the check: €3 a month for 500 checks, €12 a month for 3,000 and €45 a month for 15,000, after a trial of 140 checks. On SpecStream the pages read to find a row are not billed.
DiffHook
A change monitor priced by monitors and checks: Starter at $12 a month for 20 monitors and 15,000 checks, Pro at $29 a month for 100 monitors and 150,000 checks, and Business at $79 a month for 500 monitors. On SpecStream one request covers every page that holds the data, and you set up no monitors.
How SpecStream scores
The same numbers as the benchmarks page, from the official tasks and scorers.
How to switch from Visualping
Write the data you want in plain words, in place of the pages you add and the alerts you read today. Sign up and you get $10 of credit, no card. At 5¢ a row, that is up to 200 rows.
Or send the request from code. This call spends nothing: the 402 reply shows how SpecStream read the request, the columns and the most it can cost.
curl -i https://api.specstream.ai/v1/agent/lists \
-H "Content-Type: application/json" \
-d '{"request": "Every US state attorney general settlement over a data breach in 2026, with the state, the company, the amount and the date", "count": 25}'Approve that maximum by card through Stripe's Link agent wallet, or in USDC on Base, Arbitrum or Polygon, and you pay for the rows found. On an account, your agent uses the MCP server at https://api.specstream.ai/mcp and your team uses the workspace, from the same balance.
Frequently asked questions
Something we didn't answer? Talk to a human
How much does Visualping cost?
What is the best Visualping alternative?
Is Visualping free?
Does Visualping have an API?
POST /v1/agent/lists with the data you want in plain words returns the columns and the most it can cost, then the rows.What does a failed check cost?
Can SpecStream watch for changes?
Does SpecStream have an API and an MCP server?
https://api.specstream.ai/mcp over Streamable HTTP, with OAuth or an API key, and an agent spends from the same balance as your team, inside the limits you set on its key.Sources
SpecStream wrote this page. Each rival figure comes from that company's own page.
- SpecStream pricingspecstream.ai/pricing, read Nov 9, 2026
- SpecStream for agentsspecstream.ai/agents.md, read Nov 9, 2026
- SpecStream dataspecstream.ai/data, read Nov 9, 2026
- SpecStream bank failuresspecstream.ai/data/bank-failures, read Nov 9, 2026
- SpecStream federal rulesspecstream.ai/data/federal-rules, read Nov 9, 2026
- SpecStream signalsspecstream.ai/signals, read Nov 9, 2026
- SpecStream benchmarksspecstream.ai/benchmarks, read Nov 9, 2026
- Visualping pricingvisualping.io/pricing, read Nov 9, 2026
- Visualping plans explainedhelp.visualping.io/en/articles/14476033, read Nov 9, 2026
- Visualping API referenceraw.githubusercontent.com/webmonitoring/visualping-api-skill/develop/reference/api-reference.md, read Nov 9, 2026
- Visualping termsvisualping.io/terms/, read Nov 9, 2026
- Distill pricingdistill.io/pricing, read Nov 9, 2026
- Sken.io pricingsken.io/pricing, read Nov 9, 2026
- DiffHook pricingdiffhook.com/pricing, read Nov 9, 2026




