Web infrastructure for AI agents:
search the live web, fetch pages clean,
watch for what is new, trace every call.
Smart routing
01 / Auto routing
Every query is routed to the best-fit providers with our auto router.
Higher accuracy, fewer tokens, lower cost.
NVDA 10-Q revenue guidance
IllustrativeThe trade-off each pick makes
Best engines per query Illustrative picks. The router scores every engine for each query.
+20% accuracy over the best single engine on long horizon tasks.
37% fewer tokens per run than the best single engine.
19% lower cost per run than the best single engine.
sec.gov/Archives/edgar/…/10-K.pdf
Right fetcher per site Each site goes to the fetcher that handles it best.
4.5× fewer errors than the best single fetcher.
1 in 7 pages retried on another fetcher, automatically.
97% accurate page checks Walls, blocks and empty pages are caught.
Search accuracy from our long horizon research · tokens and cost simulated on our benchmark (7,835 runs) · fetch errors 1.1% vs 5.0% over 459 fetches each · How auto routing works →
Describe it once
02 / MonitorsSay what to watch in one sentence. Telem runs the search on your schedule and sends only what is new.
- Describe itOne plain sentence is the whole setup.
- Pick a scheduleEvery hour, day or week. Pause, change or end it any time.
- Get only what is newPoll for it, or have Telem send it to your webhook.
Python and JavaScript SDKs · MCP tools · console · How monitors work →
See every search
03 / ObservabilityOne dashboard for every search your agents run — which engine answered, how fast, how good, what it cost, and what failed.
Overview Project · default-project
Activity across project default-project over the last 24 hours.
Requests1,435One Router interaction is one request
Sessions205Across 4 users and agents
Success rate98.8%Failures recovered or reported
Failures18Each one traced to its step
Service status
- Router ok
- Observability ok
- Auth ok
Usage
1,435 billable events
Recent conversations
| User | Conversation | Subagents | Steps | Judge |
|---|---|---|---|---|
| research-agent | Who is Moderna’s current CEO, what total revenue… | 4 | 20 | scored |
| priya | what changed in export rules for AI chips this month | 0 | 3 | scored |
| sales-copilot | what do buyers say about usage-based pricing | 2 | 9 | pending |
Conversation routed 9 of 9 · 36 provider calls avoided
Who is Moderna's current CEO, what total revenue did Moderna report in its 2023 10-K, what is the most important news about the company from the last month, and which peer-reviewed paper first reported its COVID-19 vaccine's efficacy (journal and year)?
Relevance2.4 / 3
Searches9Every one routed
Page fetches OK100%11 of 11 measured
Wall time21s4 sub-agents
Providers
| Provider | Relevance mix | Mean | Opened | Unique | Results |
|---|---|---|---|---|---|
| A | 2.7 | 50% | 0% | 6% | |
| B | 2.4 | 47% | 59% | 33% | |
| C | 2.2 | 57% | 29% | 17% | |
| D | 1.3 | 0% | 100% | 14% | |
| E | 2.5 | 31% | 75% | 29% |
Timeline
lead agent
subagent 1 · Find Moderna's current C…
subagent 2 · Find Moderna's 2023 10-K…
subagent 3 · Find most important Mode…
subagent 4 · Find the first peer-revi…
Sample data. Explore the same console with sample traffic on play.telem.ai →
Try it live
04 / PlaygroundWatch research runs replayed on the playground: an agent asks a hard question, hands parts to subagents, and Telem routes every search and fetch.
Your agent asks
The research, one lane per agent
Tool calls sent to Telem
Searches0
Fetches0
Provider calls made0
Provider calls avoided0
The agent’s answer
Beyond the index
05 / Coverage
Search and fetch from platforms that search engines don't index, including TikTok, LinkedIn, WeChat, and more.
See all platforms in the docs →
