Builder Radar
A monthly brief on what AI products people are launching. Trends, emerging categories, and products worth watching.
May was about volume: AI video and image generators pouring in. June split one category in two. Unified, OpenAI-compatible API gateways were the most active infrastructure niche of the month, and they no longer looked alike. Some were serious routers with observability and compliance; others were anonymous relays selling tokens at a tenth of official prices. The image and video wrapper wave kept running underneath, and a new group appeared: services that sell you visibility inside AI answers.
121
Products spotted
OpenAI-compatible API gateways
Top trend
The unified gateway split into two tiers
Nearly a dozen OpenAI-compatible gateways showed up in June, more than any other kind of infrastructure. The difference from May is that they stopped looking alike. At one end, Requesty routes across 300+ models with fallbacks, caching, per-team cost tracking, and SOC 2 plus GDPR compliance; TokensMind and Tokenware take the same one-endpoint approach across 100 to 200 models. At the other end are relays priced 'from 10% of official rates,' sourced (their words) from third-party resellers, on domains registered weeks ago. Same API, very different economics.
Someone is selling reseller-priced tokens as infrastructure
Tokenware, Teamorouter, Tokens Forge, and one relay that resubmitted repeatedly under rotating throwaway domains share a vocabulary: 'channel,' 'settlement,' 'official-channel pricing,' and headline rates far below what the model providers charge. That is not what OpenRouter or Portkey do; those send your call to the official provider API and mark it up. A gateway that undercuts the provider's own price by 80 to 90 percent has to be getting the tokens from somewhere else. It is worth tracking separately from the legitimate routing trend, because it is a different business.
A market appeared for getting cited by AI
Several products this month sell the same promise: get your brand mentioned when someone asks ChatGPT, Perplexity, or Gemini for a recommendation. BrandGEO, MaxAEO, ClickSEO, and OranGEO call it GEO or AEO, the answer-engine version of SEO. Some are monitoring dashboards, some are managed services on a monthly retainer. Enough of them arrived at once to read as a real niche, and it tracks with how much product discovery now happens inside an AI answer rather than a search results page.
The infra that shipped was about running agents, not building them
Away from the gateways, the accepted infrastructure was operational. Dunetrace watches AI agents in production, with failure detection, Slack alerts, and root-cause analysis. falsifylab exposes finance data as MCP tools an agent can call. CC Switch is an open-source desktop manager for AI coding tools that unifies providers, routing, and usage. Less 'here is a framework to build an agent,' more 'here is how you keep the one you built from falling over in production.'
The image and video wrapper wave has not slowed
It stayed the largest category, same as May. The pattern is unchanged: thin landing pages over a shared pool of models, rebranded and chasing version numbers. Seedance 2.0, 2.1, and 3.0 each showed up as a separate domain, next to Wan 3 Pro, Ray 3.2, Krea 2, Ideogram 4, LTX, and Cosmos 3. When the model is the product and anyone can call it, the URL and the SEO are the only things left to compete on.
Worth a look
New AI products and tools that caught our eye in June 2026
Requesty β
LLM gateway and router with one OpenAI-compatible API across 300+ models
Smart routing, automatic fallbacks, caching, and per-user cost tracking with spend limits, plus SOC 2 and GDPR compliance. The full-featured end of this month's gateway crop. Added to Infrabase.
Tokenware β
Unified API for 200+ models from OpenAI, Anthropic, Google, Meta, and Mistral
One key across the major providers, with pricing pitched well below official rates. The cost-first side of the gateway wave. Added to Infrabase.
Dunetrace β
Runtime reliability platform for AI agents with failure detection and root-cause analysis
Real-time monitoring, Slack alerts, and debugging aimed at agents in production rather than local experiments. Added to Infrabase.
CC Switch β
Open-source desktop manager for AI coding tools, unifying providers and routing
Pulls providers, local routing, usage tracking, MCP, prompts, and sessions for coding agents into one place. Added to Infrabase.
falsifylab β
Finance data exposed as MCP tools that AI agents can call
13 live finance tools over MCP, with a free tier and paid tiers for real-time data and alerts. Added to Infrabase.
VoxCPM2 AI β
Tokenizer-free voice and TTS for natural multilingual speech generation
Voice synthesis for prototyping and workflow testing, in a month where most audio submissions were consumer song generators. Added to Infrabase.
What people are building
Based on ~121 AI products spotted across directories and launch platforms in June 2026
If April was the month of everything, May narrowed to one thing: AI video and image generators poured in, the single largest category by a wide margin and far ahead of anything else. Almost all of them wrap the same few models. Underneath the noise, a handful of genuine infrastructure products shipped, and April's sudden finance-and-trading wave quietly disappeared.
147
Products spotted
AI video and image generation
Top trend
AI image and video generation swallowed the month
It was by far the largest category, more submissions than any other by a wide margin and a clear jump from its April share. The catch is sameness: most are thin landing pages over the same handful of models. Wan 2.6 and 2.7, Veo 4, Seedance, Vidu Q3, Z-Image, and music models like Lyria 3 show up again and again under different brand names. When the model is the product and anyone can call it, the landing page is the only thing that differs.
The finance and trading wave was a one-month blip
April had a sudden cluster of prop-firm comparators, trading-signal tools, and crypto/prediction-market projects. In May it collapsed to a few stray submissions. A reminder that a single month of a category showing up is a coincidence, not a trend, the pattern only means something if it persists.
Cheaper unified API gateways keep appearing
Another OpenAI-compatible aggregator shipped this month (Our Token), routing across multiple LLM providers on a cost pitch. This is now a recurring shape: take the major models, expose one OpenAI-compatible endpoint, compete on price and routing. OpenRouter has company, and the field keeps getting more crowded.
Inference is starting to be sold as 'not GPUs'
General Compute pitches an ASIC-powered inference cloud built for AI agents, explicitly positioned against GPUs on latency and per-user throughput. Alongside the usual GPU clouds (Packet.ai shipped a Blackwell cloud this month), the alternative-silicon angle is becoming a deliberate differentiator rather than a footnote.
Worth a look
New AI products and tools that caught our eye in May 2026
Packet.ai β
On-demand NVIDIA Blackwell GPU cloud with per-second billing and an OpenAI-compatible API
SSH and CLI access plus an OpenAI-compatible inference endpoint on current Blackwell hardware. Added to Infrabase.
General Compute β
ASIC-powered inference cloud built for AI agents, OpenAI-compatible
Runs inference on purpose-built silicon rather than GPUs, pitched on latency and per-user throughput for agentic and real-time apps. Added to Infrabase.
Samtal β
Swedish-hosted voice AI API: TTS, ASR, voice cloning, and conversational agents
ElevenLabs-compatible and EU-hosted, bundling the full voice stack (TTS, ASR, RAG, MCP, agents). Part of the continuing EU-sovereign infra thread. Added to Infrabase.
Our Token β
Unified OpenAI-compatible API gateway routing across multiple LLM providers
The latest entry in the cheaper-unified-gateway pattern, competing with OpenRouter on cost and routing. Added to Infrabase.
Prompt Optimizer β
Prompt engineering IDE with quality scoring, automated tuning, and model comparison
Treats prompts as version-controlled assets with native execution and side-by-side model comparison, prompt engineering as real tooling rather than a text box. Added to Infrabase.
Geodd β
Managed AI inference endpoints and GPU infrastructure with MLOps services
Managed endpoints plus model deployment and MLOps, OpenAI-compatible. Another option for teams that want inference infra without running it themselves. Added to Infrabase.
What people are building
Based on ~147 AI products spotted across directories and launch platforms in May 2026
We reviewed 184 AI product submissions this month, nearly four times the March count. Three made it into the Infrabase directory. The rest tell a story about where builder energy is going: image generators are the dominant category, tools for optimizing AI search visibility are emerging as a standalone product type, and finance/trading submissions came out of nowhere.
184
Products spotted
Image and video generation tools
Top trend
Image and video generation is the largest real category
23 submissions (13% of total), up from 8 in March. Most are thin wrappers around the same underlying models: Wan 2.7, Seedance, Sora. Face swap tools, anime generators, and AI video editors dominate. A few stand out for targeting specific verticals (Furnea for furniture photography, Outfit Check for fashion e-commerce), but the majority are generic "paste a prompt, get an image" products. Defensibility is low when everyone ships the same model.
GEO tools are going mainstream
Three separate submissions (GetMentions AI, Algomizer, Gofylo) explicitly sell "get your brand visible in AI search results" as their core product. The pitch: optimize for ChatGPT, Perplexity, and Google AI Overviews the way you used to optimize for Google organic. This is the first month we have seen generative engine optimization as a standalone product category rather than a feature. Whether these tools actually work is a different question, but the demand signal is real.
Finance and trading tools came out of nowhere
11 submissions, up from near zero in March. Split between prop-firm comparison platforms (PropFirmCorner, PipBack), trading signal tools (SignalBoss, TradingMMT), and crypto/prediction market infrastructure (PolyTest for Polymarket backtesting, zopik.fun combining bonding curves with prediction markets). The prop-firm comparators are particularly interesting as a pattern: multiple teams building the same niche comparison product independently.
Most submissions are consumer apps on hosted APIs
Consumer AI products (chatbots, writing tools, language learning) and marketing tools together account for 30 submissions. The common thread: a thin layer on top of OpenAI or Anthropic APIs. This was true in March too, but at 4x the volume the pattern is sharper. Builders are treating hosted AI APIs as commodity inputs. The interesting question remains defensibility, most of these could be replicated in a weekend.
Worth a look
New AI products and tools that caught our eye in May 2026
ARK Labs β
Sovereign AI inference infrastructure for regulated EU environments
Supports heterogeneous GPU fleets (NVIDIA, AMD, Intel) without requiring NVLink or InfiniBand. OpenAI-compatible API with EU data residency. Added to Infrabase.
Rhesis AI β
Open-source testing platform for LLM and agentic applications
Goes beyond eval scoring to a full QA workflow: generate tests from requirements, red-team with adversarial agents, trace failures across multi-agent flows. MIT-licensed. Added to Infrabase.
Theta EdgeCloud β
Decentralized GPU cloud combining traditional and edge compute
Partnerships with Google Cloud and AWS for GPU supply alongside community-run edge nodes. The first decentralized GPU provider in the Infrabase directory. Added to Infrabase.
Credyt β
Real-time usage billing for AI products (tokens, API calls, compute)
Signals that AI-native billing is becoming its own product category. Charges $1/active wallet/month, not a revenue percentage. Targets teams that shipped AI features fast and now need to monetize usage.
Glasscribe β
macOS menu bar app for on-device real-time transcription in 22+ languages
Part of a growing pattern: local, always-on transcription tools built on on-device models. No cloud dependency, no subscription. The on-device AI wave is real for audio.
Extralt β
E-commerce scraping with AI-generated crawlers compiled to Rust
Uses AI once to generate each crawler, then runs native compiled code. Interesting technical approach: AI as a build step rather than a runtime dependency.
What people are building
Based on ~184 AI products spotted across directories and launch platforms in May 2026
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