Microsoft introduced Internet IQ, a set of grounding APIs that allow AI brokers pull data from Bing’s search index.
The corporate calls Internet IQ “a search engine for AI methods.” The place Bing helps folks discover net pages, Internet IQ helps AI brokers discover data they will use whereas reasoning by way of a activity.
What Internet IQ Does
Internet IQ makes use of a rebuilt retrieval stack based mostly on the Bing index, redesigning how content material is listed, ranked, and chosen. AI brokers search repeatedly beneath tight time constraints throughout a number of steps.
The API returns passages and ‘structured proof objects’ as a substitute of full net pages, so AI fashions obtain solely the helpful elements of a web page. Each token an AI mannequin processes prices cash and provides latency, so fewer tokens with higher data means cheaper and quicker solutions.
Microsoft summarizes it as “fewer tokens in, higher solutions out, decrease value per name.”
Efficiency Claims
Microsoft makes use of GDSAT (grounding satisfaction) to measure if information is contemporary and reliable. They declare Internet IQ scores greater than opponents based mostly on 3,000 pattern queries.
The corporate stories sub-165ms response occasions at P95, practically 2.5 occasions quicker than opponents, based mostly on assessments throughout 5 information facilities.
On token effectivity, Microsoft stories that Internet IQ delivers the identical high quality with fewer tokens as the amount of outcomes will increase.
Writer Controls
Internet IQ follows the identical robots exclusion guidelines and writer preferences that Bing already honors. The corporate can be working with the IETF and different business teams on requirements for the way AI methods entry net content material.
Technical Particulars
Internet IQ makes use of Microsoft’s open-sourced embedding mannequin to seek out related content material and extra fashions to rank and choose passages.
In line with the announcement, these fashions are skilled for the way they’ll be used inside AI reasoning, not for standalone benchmark scores.
For quick search at scale, the system extends DiskANN, Microsoft’s know-how for looking out massive indexes with out loading every part into reminiscence.
Why This Issues
Microsoft has been constructing towards this. Bing Webmaster Instruments added AI quotation information in February, mapped grounding queries to cited pages in March, and previewed Quotation Share at web optimization Week. These instruments present publishers how AI methods use their content material, and Internet IQ is the opposite facet of that. It’s what AI methods would use to drag the content material within the first place.
In Internet IQ, data is returned as passages slightly than full pages. What makes a web page rank effectively in conventional search and what makes a passage helpful for grounding might not overlap, as Microsoft’s personal grounding framework put up described earlier this yr.
Wanting Forward
Internet IQ is accepting expressions of curiosity however hasn’t introduced basic availability, pricing, or which AI platforms will use it. Microsoft hasn’t mentioned whether or not current Copilot or Bing Chat grounding makes use of Internet IQ, or whether or not Internet IQ is separate from these methods.





