
More advanced AI customer support agents and robust helpdesk features, but typically higher pricing than Respond.io.

Polygres records 4,018 monthly visits with -52.3% month-over-month growth and Freemium pricing. Respond.io records 1,606,802 monthly visits with -8.7% growth and Freemium pricing.
Graph, vector and text retrieval for AI agents on your Postgres
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | polygres.com | respond.io |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 4.02K (4,018) | 1.61M (1,606,802) |
| MoM Traffic Delta | -4.41K (-52.3%) |
| -152.34K (-8.7%) |
| Primary Market & Share | 🌐 Global (—) | 🇲🇾 Malaysia (17.4%) |
|---|
| Direct Visits / mo | 1.61K | 1.24M |
|---|
| User Rating | 4.1 | 4.5 |
|---|
| Supported Platforms | Website | Website |
|---|
Graph, vector and text retrieval for AI agents on your Postgres
Query graph, vector, full-text and hybrid retrieval through one consistent interface instead of stitching multiple systems together.
The open-source pgGraph engine follows relationships across your records, enabling multi-hop and shortest-path retrieval without moving data.
Semantic search over embeddings combines with sparse and full-text matching so queries that mix meaning and exact terms still work.
A dashboard playground, CLI for imports and configuration, and a typed Python SDK make it straightforward to prototype and then ship.

AI-powered customer conversation platform for B2C messaging at scale
Bring WhatsApp, TikTok, Instagram, Facebook, Telegram, email and web chat into one shared inbox so no customer thread gets lost between apps.
AI agents qualify leads, answer routine questions, route to the right teammate and follow up automatically when conversations go quiet.
Track tags, custom fields, lead status and lifecycle stage per contact, and move deals through a pipeline without a separate CRM.
Reach thousands of customers with one message, and capture new leads directly from social ads and website links.

More advanced AI customer support agents and robust helpdesk features, but typically higher pricing than Respond.io.


SpecialistPurpose-built e-commerce helpdesk with deep Shopify integrations, but less generalized multi-channel routing than Respond.io.

Easier setup for live chat and shared inboxes, but less powerful automation workflow builder than Respond.io.

Web search API and crawler built for AI agents

Search and inference APIs that give AI models real-time web data

SpecialistAI-first WhatsApp marketing and engagement platform built on official WhatsApp Business APIs
AI search and retrieval platform for modern apps and commerce

Simpler chatbot builder and e-commerce integrations, but fewer advanced multi-channel routing options than Respond.io.

Streamlined team inbox for WhatsApp and messaging apps, but lacks Respond.io's advanced AI agent workflow builder.

Solid multi-channel helpdesk and live chat features, but less sophisticated visual workflow automation than Respond.io.

Strong omnichannel routing across social messaging apps, but less extensive enterprise ticketing features than Respond.io.
The managed vector database and knowledge engine for production AI
Easier setup for live chat and shared inboxes, but less powerful automation workflow builder than Respond.io.
SpecialistAI-first WhatsApp marketing and engagement platform built on official WhatsApp Business APIs
Simpler chatbot builder and e-commerce integrations, but fewer advanced multi-channel routing options than Respond.io.
Streamlined team inbox for WhatsApp and messaging apps, but lacks Respond.io's advanced AI agent workflow builder.
Solid multi-channel helpdesk and live chat features, but less sophisticated visual workflow automation than Respond.io.