Backtesting is first-class
Every datapoint distinguishes when something occurred, when it was published, and when it became knowable. Queries as-of a past time never see data that wasn't available then.
Read the docs →Ultralayer monitors the market 24/7 and turns real-time market information into efficient, source-backed context for your AI. Use it in ChatGPT, Claude, or any other AI tool. Also available through the API and web app.
01 / Surfaces
Connect Ultralayer to ChatGPT, Claude, or any other AI tool. Also accessible via the API or the web app.

MCP and plugins for ChatGPT, Claude, Cursor, Codex, VS Code, and any other MCP-compatible client. Agent skills included — so your AI knows how to use the tools well
02 / Benchmark
Same agent, same tasks: web search, then web search plus Ultralayer.
Scale 1–10. Whiskers show ±1 SEM. Δ is the paired mean difference. n = 54 tasks, answered twice by openai/gpt-5.6-luna and scored blind by openai/gpt-5.6-sol.
03 / The Wire
Ultralayer monitors hundreds of channels around the clock, including filings, news wires, RSS, social media, video, podcasts, and more. Every headline is classified for novelty, importance, trust, sentiment, and the markets it affects.
UniCredit Q2 profit hits €2.9B, beats estimates; raises 2026 income guidance above €11B
UniCredit Q2 Net Profit €2.9bn; Bank Increases Commerzbank Stake to 48%
UniCredit CEO Andrea Orcel signals imminent move to take control of Commerzbank
Commerzbank agrees to enter takeover talks with UniCredit, ending resistance
Updates and corrections include a prior_wire_id linking them to the earlier headline. Republished copies are marked as duplicate.
Why it's different
Use it for
“What's moving markets right now?”
“Notify me when my holdings print material news — skip the copycat coverage.”
“Who reported it first, and who copied it?”
“Show me the tape as it looked at 14:00 last Tuesday.”
04 / Developments & Events
Each market development records what happened, how important and surprising it was, which public companies it affects, and the supporting sources. Related developments are grouped into events that can be followed over time.
“quantum computing”
4 events · 1 recent development each
IBM Quantum Industrialization and 2029 Roadmap
IBM announces $10B five-year investment in quantum computing roadmap
US Strategic Equity Investment Program in Quantum Computing
Google declines participation in $2B US federal quantum funding initiative
HPE Hybrid Quantum-HPC Infrastructure Strategy
HPE announces major quantum alliance for hybrid supercomputing integration
Infleqtion Sqale Quantum System Deployment and Scaling Roadmap
Infleqtion to deploy Sqale quantum system in Chicago with 1,000 logical qubit target by 2027
One query returns multiple long-lived events — each with its latest development.
Arcadis confirms sweetened €51.50 per share unsolicited takeover bid from WSP Global
Arcadis confirmed a revised, unsolicited takeover proposal from WSP Global at €51.50 per share in cash and stock — up from the €48.50 offer its board unanimously rejected. The board is reviewing the new proposal with financial and legal advisors.
Arcadis N.V.. Target of the revised bid; the sweetened offer sets a higher valuation floor and strengthens the board's negotiating position.
“WSP Global has offered €51.50 per share in a combination of cash and WSP stock. This follows a previous unsolicited offer of €48.50 per share”
source: google_grounded · web/72965
Why it's different
Use it for
“Which of my holdings are in the blast radius of this news?”
“Track this acquisition from first bid to close.”
“What printed today with importance above 0.8?”
“Catalysts in the next 3 months for the healthcare sector?”
05 / Alerts
Turn any Ultralayer tool into an alert. Run it on your schedule and send new results to email, Telegram, or a webhook.
{
"name": "NVDA material news",
"path": "/v0/search/list_wire",
"arguments": {
"entities": [
"Nvidia Corporation"
]
},
"receivers": [
{
"type": "email"
}
]
}Checks every 15 minutes and delivers only new, material Nvidia news.
Most checks find nothing and send nothing. A message is sent only when new results match.
ULTRALAYER ALERT: NVDA material news
Amkor Technology and NVIDIA announce $1.5 billion strategic partnership for US advanced packaging expansion
Webhooks receive the original response data for use in your own tools and workflows.
Why it's different
Use it for
“Email me when a holding prints material news — skip the syndication copies.”
“Message my Telegram when a development hits NVDA hard in either direction.”
“POST new 'Taiwan shipping disruption' matches straight into my pipeline.”
06 / Filings Intelligence
Ultralayer processes press releases and earnings calls as they publish, extracts the guidance, and makes it queryable. Consecutive earnings releases are compared side by side so you see what they added, rewrote, or quietly dropped.
Same metric, same period, across companies
click a bar for the source
NVDA · NVIDIA
“Total revenue is expected to be $108 billion, plus or minus 2%.”
source: call · period-end 2026-10-25
Ranked by year-over-year growth.
GAAP diluted EPS
guided
$4.35–$4.40
actual
$4.25
−$0.13 · −2.9% vs midpoint
guidance
Earnings per share — GAAP: $4.35 to $4.40
actual
Diluted earnings per share was $4.25 on a GAAP basis and $5.96 on a non-GAAP basis.
Scored against their own guide, not the street.
What they rewrote, or quietly dropped.
Tesla added SpaceX equity unrealized gains to non-GAAP net income.
prior · FY26 Q1
Non-GAAP net income is equal to (i) net income attributable to common stockholders before (ii)(a) stock-based compensation expense, net of tax, (b) digital assets (gain) loss, net of tax and (c) release of valuation allowance on deferred tax assets.
current · FY26 Q2
Non-GAAP net income is equal to (i) net income attributable to common stockholders before (ii)(a) stock-based compensation expense, net of tax, (b) digital assets unrealized (gain) loss, net of tax, (c) SpaceX equity investment unrealized gain, net of tax and (d) certain tax items.
What they added, rewrote, or quietly dropped.
Why it's different
Use it for
“Which semiconductor companies are guiding to the highest FY revenue growth?”
“Who cut quarterly guidance this week?”
“Who quietly dropped a KPI this quarter?”
“AAPL revision history?”
07 / Stakeholder Identification
Describe a market situation and get the public companies it may impact. Every ticker is verified, impacts are scored, and each claim includes supporting evidence.
“What if copper hits a multi-year shortage on grid + EV buildout?”
8 verified public companies · click a ticker for the evidence
Freeport-McMoRan Inc.. Primary copper producer — revenue resets with spot prices, so a structural deficit flows straight to the top line.
“Direct commodity exposure allows revenue to reset instantly with global market prices, effectively passing all inflationary upside to the top line.”
source: ultralayer · si_factor_assessments
| factor | FCX | BHP | IVPAF | ETN | TSLA | GM | SO | AEP |
|---|---|---|---|---|---|---|---|---|
| copper_price_revenue_exposureTop-line sensitivity to copper spot prices · continuous | 1.00 | 0.50 | 0.90 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| copper_input_cost_intensityShare of BOM / CapEx driven by copper · continuous | 0.00 | 0.00 | 0.00 | 0.70 | 0.80 | 0.80 | 0.60 | 0.60 |
| aluminum_substitutionFeasibility of swapping copper for aluminum · categorical | n/a | n/a | n/a | moderate | moderate | moderate | high | high |
| cost_passthroughAbility to pass copper costs (or capture spot upside) · signed_continuous | +1.00 | +1.00 | +1.00 | +0.70 | -0.30 | -0.50 | -0.90 | -0.90 |
Why it's different
Use it for
“What if copper hits a multi-year shortage — who wins?”
“As of April 25, who mattered for the Apple CEO succession?”
“Keep it to six high-confidence names across sectors.”
08 / Entity Retrieval
Retrieve current context on any company, person, commodity, or country: identity, recent headlines, 14-day sentiment, and the entities most often mentioned alongside it.
sentiment · 14 days · relevance-weighted
co-mentions · share of recent tape
recent wire items
Amkor Technology and NVIDIA announce $1.5B strategic partnership for US advanced packaging expansion
Nvidia and KAIST launch joint AI research laboratory in South Korea
WSJ reports China's state-led push to achieve AI chip self-sufficiency to rival Nvidia
Why it's different
Use it for
“Brief me on Nvidia before the open.”
“Who is moving with crude oil in the news this week?”
“Resolve the exact entity name before I set up a wire monitor.”
09 / Foundations
Every datapoint distinguishes when something occurred, when it was published, and when it became knowable. Queries as-of a past time never see data that wasn't available then.
Read the docs →"…approved the expanded label following the advisory committee's unanimous recommendation…"
All results include exact quotes, source identifiers, and URLs for each claim.
Read the docs →Your AI can control how much detail each response includes, from essential results to the full package.
Read the docs →10 / Why Ultralayer
Raw data isn't enough for AI. Ultralayer delivers optimized market context — live, structured, evidenced, and priced for individuals.
| Capability | Ultralayer | Legacy financial APIs | AI alone |
|---|---|---|---|
| Information optimized for AI | ● | — | — |
| Real-time, deduplicated market feed | ● | ◐ | — |
| Market events with stakeholder impact | ● | — | — |
| Company guidance and wording changes | ● | — | — |
| Evidence and sources on every output | ● | ◐ | — |
| Point-in-time integrity for backtesting | ● | ◐ | — |
| Works inside ChatGPT, Claude, and other AI tools | ● | — | ● |
| Alerts to webhook, email, and Telegram | ● | ◐ | — |
| Start free, usage-based pricing | ● | — | ● |
● full support · ◐ partial or enterprise-only · — not available
Start free. Usage-based pricing.