Choosing an LLM for agents is not about the βbest model.β It is about the right model for the job. π€ π¬
We evaluated 24 models in real search and shopping workflows across relevance, hallucinations, and language.
See what actually holds up in production: https://t.co/KpJQ4sgJ01 π
Search isn't just a feature. It's a conversion driver.
When search creates friction, customers don't stick around. They leave.
Signs your search needs work:
β‘ Slow results
π Manual merchandising
π― Poor intent understanding
Find out how your search stacks up β€΅οΈ https://t.co/Ip8nN9vzRg
Your AI agent might be great. Its UI might be holding it back. π
A chat bubble signals support. Search signals discovery. Contextual prompts can show users what AI can actually do.
See how UI choices can drive engagement with agentic features β
https://t.co/iOQFuij9eV
POV: Your personal AI assistant is just a contact in your phone. π±
No app. No dashboard. Just texts. Algolia's Natan Yagudayev built exactly that, and in this #AlgoliaDevCon replay he shares how NeuralSearch + Agent Studio took it from weekend project to daily essential.
π¬ See how he built it ‡ https://t.co/JS96MtWfhh
Search feels "fine" until someone can't find a page that clearly exists.
Here's the fix: build a 50-query "golden set," score it against Relevance/Top 5/Top match, then fix one layer at a time: data, ranking, query behavior, UI.
A repeatable way to stop guessing π
https://t.co/8ri9HGXVci
Pop quiz: Does your site search perform better than your competitors?
Evaluate your search with our #AISearch grader. Take the quiz and get your score along with a customized report to improve your search.
Self-grade your search experience β https://t.co/k700Y2lL0p
"I have a messy Notion database and a vague idea" β "say less"
π connected the data source
π spun up an Algolia index
ποΈ added rating filters + typo tolerance
π₯οΈ built the frontend
all from one prompt, fully inspectable code π
@lovable x algolia
Get the full breakdown: https://t.co/uycaANFCzt π
"Just add a better prompt" doesn't stop hallucinations in production AI search. π΅
What does:
β Hybrid retrieval (keyword + vector) so evidence quality doesn't tank
β Answerability checks that abstain when support is weak
β Claim-level citations, not just source links
β Policy guardrails on both sides of generation
Full breakdown + code π
https://t.co/fqFtguxyl2
AI is changing the path from browse to buy. But are retailers keeping pace? π
Just 8% feel ready for AI agents to navigate their sites on shoppersβ behalf. We partnered with
@TheRetailHive to find out where retail discovery goes next.
Explore the findings + our 5-point playbook: https://t.co/fxD5CuyuEU
Bots love to mess with your search traffic. We love stopping them. π€π«
Keep your Algolia search clean and accurate by detecting suspicious activity, tracking unusual spikes & applying rate limits and CAPTCHA.
See how to protect your search: https://t.co/2xpab670co π
What if your next purchase was picked by an AI agent? π
Algolia's Piyush Patel is taking the stage at #GartnerSYM 2026 to explore how AI agents are changing the way we shop and what brands need to know.
π Orlando | Oct. 19β22 | Booth #1003
Learn more and connect with us in Orlando: https://t.co/XGoAxMr3lp
Close the "new badge" ticket for good. π«π·οΈ
In this #AlgoliaDevCon replay, Algolia's Tal Peleg and Micah Garside-White connect the Productivity MCP to Claude so merchants can define badges in plain language. Rules are built at authoring time, with no model running live in prod.
π οΈ Check out the build ‡
https://t.co/QWFoFy50GE
πβ‘ Supercharge your @BigCommerce store with Algolia #AISearch!
Deliver ultra-relevant product discovery, drive more conversions, and integrate effortlessly with our #BigCommerce Connector.
See it in action: https://t.co/3Dj62O4O4v
Product descriptions just got personal.
Algolia + @OpenAI's #GPT5 now makes it simple to turn JSON user profiles into real-time, tailored copy that speaks to every shopperβs preferences.
Rewrite content, highlight what matters, and boost conversions with just a few lines of JavaScript ‡ https://t.co/OMoCVuV1k8
AI can't earn trust without transparency, security, and human oversight. π
On @BBC Talking Business, Algolia CEO Stephen Lynch shares why keeping humans in control is essential as AI adoption accelerates.
π₯ Watch the full @BBCNews interview: https://t.co/pOKDOQyM3c
π Speed isnβt a featureοΏ½οΏ½itβs who we are.β‘
From #SearchAsYouType to #AIsearch, our hybrid data structures keep results under 50ms, even as search gets smarter.
Discover the engineering behind TRUE instant search ‡
https://t.co/9MqtueB3rm
Paul showed up expecting an internship. He left with a job. π
On our Generative AI team, he explored multi-agent architectures for Agent Studio, questioned the status quo, and drove his research from idea to finish.
Take a look at what interning at Algolia is really like β
https://t.co/WyyVzhtNTj
π Unlock the full power of Algolia with click & conversion events!
In this demo, Algolia's David Bacon walks you through setup, debugging, and pro tips β no code needed (unless you want to).
β‘ Power up AI Personalization & Analytics with Algolia: https://t.co/YIU3FQVIT9
Ever wanted to just text your AI assistant? Natan did, so he built one. π¬
In this #AlgoliaDevCon replay, Algolia's Natan Yagudayev takes you inside the personal agent he texts every day, and how swapping his DIY stack for NeuralSearch + Agent Studio meant less maintenance and more building.
Stream it βΆοΈ on-demand ‡
https://t.co/JS96MtWfhh