How popular isQdrant?
In September 2026, people searched for Qdrant by name about 54,900 times worldwide, a 16.7% decrease from the previous year. These searches made up 42.5% of all global embedding platform searches, placing Qdrant first out of seven platforms. When we asked both ChatGPT and Google AI Overviews about embedding platforms, Qdrant appeared in three of the five answers and was the fourth most recommended of the seven.
Qdrant is the most searched of 7 competitors and the fourth most recommended in AI answers.
QdrantShare of searches 42.5%Mentioned in 3 of 5 AI answersPlace in AI recommendations 4th
PineconeShare of searches 26.1%Mentioned in 3 of 5 AI answersPlace in AI recommendations 3rd
Voyage AIShare of searches 12.9%Mentioned in 3 of 5 AI answersPlace in AI recommendations 2nd
WeaviateShare of searches 6.8%Mentioned in 2 of 5 AI answersPlace in AI recommendations 5th
NomicShare of searches 6.3%Mentioned in 1 of 5 AI answersPlace in AI recommendations –
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Top embedding platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Qdrant was mentioned in three out of five: in two of the three ChatGPT answers and in one of the two Google AI Overviews. Qdrant is the fourth most recommended of the seven.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Cohere4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers- Qdrant3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
- Pinecone3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
- Voyage AI3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
- Weaviate2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
- Nomic1 of 5Named in 0 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Jina AI0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about embedding platforms
5 answers
Asked ChatGPT
“Which embedding platform should I use?”
Asked ChatGPT
“What are the best embedding platforms?”
Asked ChatGPT
“What's the best embedding platform for text search app?”
Searched Google, AI Overview
“best embedding model”
Searched Google, AI Overview
“semantic search api”
Not named in any answer:
Brands are shown in the order each answer named them. The survey took place in the United States on October 20, 2026.
Which embedding platforms compete with Qdrant?
Share of searches by month for Qdrant, Pinecone, Voyage AI, Weaviate, Nomic, Jina AI. The figures are in the table below the chart.
View monthly share of searches table
| Month | Qdrant | Pinecone | Voyage AI | Weaviate | Nomic | Jina AI | Cohere |
|---|---|---|---|---|---|---|---|
| Oct 2025 | 52.2% | 7.5% | 7.5% | 19.1% | 5.2% | 8.3% | 0.21% |
| Nov 2025 | 54% | 7.5% | 6.5% | 19.5% | 5.4% | 7% | 0.21% |
| Dec 2025 | 55.2% | 9.1% | 7.6% | 16.2% | 4.5% | 7.2% | 0.18% |
| Jan 2026 | 50.8% | 12.1% | 8.9% | 14.9% | 5.1% | 8.1% | 0.16% |
| Feb 2026 | 47.6% | 16.4% | 9.7% | 14% | 4.7% | 7.4% | 0.15% |
| Mar 2026 | 47.1% | 19.9% | 10.1% | 11.5% | 3.9% | 7.5% | 0.12% |
| Apr 2026 | 45% | 18.6% | 14.1% | 10.8% | 4.4% | 7% | 0.11% |
| May 2026 | 43.4% | 21.9% | 14% | 10.4% | 3.5% | 6.7% | 0.11% |
| Jun 2026 | 47.3% | 23.7% | 12.1% | 7.7% | 3.1% | 6% | 0.1% |
| Jul 2026 | 45.4% | 22.7% | 13.9% | 7.6% | 4.5% | 5.8% | 0.12% |
| Aug 2026 | 41.7% | 25.5% | 13.1% | 8.3% | 5% | 6.4% | 0.11% |
| Sep 2026 | 42.5% | 26.1% | 12.9% | 6.8% | 6.3% | 5.4% | 0.09% |
| Rank | Brand | Share of searches | Estimated monthly branded searches | vs prior month | Share change |
|---|---|---|---|---|---|
| 1, held 1st | 42.5% | 54.9K | 0% | +0.8 points | |
| 2, held 2nd | 26.1% | 33.7K | +0.33% | +0.6 points | |
| 3, held 3rd | 12.9% | 16.7K | -2.9% | -0.1 points | |
| 4, held 4th | 6.8% | 8.8K | -19.1% | -1.4 points | |
| 5, moved from 6th to 5th | 6.3% | 8.1K | +22.7% | +1.3 pointsmoved from 6th to 5th | |
| 6, moved from 5th to 6th | 5.4% | 6.9K | -17.8% | -1 pointsmoved from 5th to 6th | |
| 7, held 7th | 0.09% | 110 | -21.4% | 0 points |
1.
Qdrant42.5%
Held 1st. 54.9K estimated branded searches, 0% vs prior month. Share +0.8 points.
2.
Pinecone26.1%
Held 2nd. 33.7K estimated branded searches, +0.33% vs prior month. Share +0.6 points.
12.9%
Held 3rd. 16.7K estimated branded searches, -2.9% vs prior month. Share -0.1 points.
4.
Weaviate6.8%
Held 4th. 8.8K estimated branded searches, -19.1% vs prior month. Share -1.4 points.
5.
Nomic6.3%
Moved from 6th to 5th. 8.1K estimated branded searches, +22.7% vs prior month. Share +1.3 points.
6.
Jina AI5.4%
Moved from 5th to 6th. 6.9K estimated branded searches, -17.8% vs prior month. Share -1 points.
7.
Cohere0.09%
Held 7th. 110 estimated branded searches, -21.4% vs prior month. Share 0 points.
Compare popularity between Qdrant and its closest rivals
Every comparison with Qdrant
11 comparisons
How has branded search demand for Qdrant changed worldwide over the last 12 months?
3 findings
- Across the 12 months ending September 2026, estimated monthly branded searches for Qdrant worldwide fell from 65.9K to 54.9K.
- Across the 12 months ending September 2026, Qdrant’s share of searches among embedding platforms worldwide decreased from 52.2% to 42.5%.
- Across the 12 months ending September 2026, Qdrant’s share of searches among embedding platforms worldwide peaked at 55.2% in December 2025 and was lowest at 41.7% in August 2026.
How did search popularity change for embedding platforms worldwide in September 2026?
6 changes
In September 2026, Nomic overtook Jina AI to rank 5th among embedding platforms worldwide, with 6.3% of the searches.
In September 2026, Qdrant gained share of searches among embedding platforms worldwide, from 41.7% to 42.5%.
In September 2026, Pinecone gained share of searches among embedding platforms worldwide, from 25.5% to 26.1%.
In September 2026, Weaviate lost share of searches among embedding platforms worldwide, from 8.3% to 6.8%.
In September 2026, Jina AI lost share of searches among embedding platforms worldwide, from 6.4% to 5.4%.
Estimated monthly branded searches for Voyage AI worldwide rose 77.7% over 12 measured months, from 9.4K to 16.7K in September 2026.
How are Qdrant’s branded searches counted?
2 search terms
Brandwave collects information about searches that people make online using Qdrant’s name. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brand is growing, holding steady, or fading.
- qdrant
- qdrant vector database
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Where does Qdrant compete?
| Competitor set | Rank | Share of searches | Ranking |
|---|---|---|---|
| Vector search platforms | 1st of 8 | 34% | Show ranking |
| Vector databases | 1st of 6 | 35.1% | Show ranking |
| Embedding platforms | 1st of 7 | 42.5% | Shown above |
Is Qdrant your brand?
Put your own campaigns, spend and outcomes next to this demand line, so you can see which of your marketing lined up with the movements above.