GeoSeer vs Oceanir: Two Ways to Answer Where a Photo Was Taken

GeoSeer, developed by Shenzhen Ques Technology, describes itself as an AI-powered geolocation platform that works from images, image sets, video and written descriptions of events. Its home page lists a set of cooperating steps: an EXIF step, reverse image search, area estimation, visual analysis, satellite and map steps and a web search step, before a ranker orders the candidates.

Oceanir answers the same question from the visible scene and does not use metadata. The difference shows up in what each tool needs from you, what it does with your upload, and how much of its reasoning you can keep.

• Price for occasional use. About $0.20 a search on its one-time credits, against $0.60 to $0.80 a credit for Oceanir packs. On a fully used Pro plan Oceanir's detailed analysis is about $0.10, so the gap depends on how you buy.
• Video and text. It accepts video, and its Event mode works from a written description and links.
• An API from the free plan. Ten calls in total on the free plan, then 100 or 1,000 a month on paid plans.
• A published benchmark with its method. The page names its dataset, metric, modes and scope, and says the figures are rounded results on a custom set.

• Three depths. A broad estimate, candidates with the visual evidence, and a detailed analysis with the supporting and contradicting evidence and the alternatives it considered.
• Evidence you can review. The leading candidate and its location precision, the stated clues beside the original image, alternative candidates and contradictions.
• Cases. Related photos and notes kept together in Work, with unlimited cases on Pro and saved places on your map in World.
• Photo queues and claim checks. Review many photos with notes, add a location claim to compare each against, and check a photo against a claimed place. Agreement is not confirmation, and Oceanir says so.
• Reports and exports. PDF reports and CSV exports, and a ruled-out state for places you have excluded.

GeoSeer's benchmark page compares four tools on one set of 62 images and reports three numbers. Oceanir is third on accuracy at 79%, first on speed at 8 seconds and last on cost at $1.30, and the cost figure uses a Pro plan that changed on October 29. The page calls it GeoSeer's own evaluation, rather than an independent market-wide ranking.

It scores one thing: whether the top coordinate lands within 1 km on photos GeoSeer chose, in the most accurate mode of each tool. Oceanir is not built to compete on a single pin. It returns ranked leads with the evidence behind them, and it limits what it claims to what that evidence supports. A score for the top coordinate measures a small part of that, and 62 images cannot separate the top three tools in any case: the 95% intervals for 94%, 87% and 79% overlap.

Oceanir's published results are for Manta, its organization model, on shared public research benchmarks where the protocol can be checked. On OSV-5M, Manta reaches 45.77% within 25 km, 81.83% within 200 km, 92.57% within 750 km and 97.30% within 2,500 km, with a median error of 30.5 km. The strongest published card for the model it is read against reports 44.83, 81.10, 92.11 and 96.82, with a median error of 32 km.

Margins that small are numerical leads, not established improvements beyond evaluation variability, and the announcement reports the splits where Manta does not lead as well as the ones where it does. Read the full tables and the protocol in the Manta announcement.

GeoSeer averages Oceanir's three depths equally, so one search in three is a detailed analysis. On the current plans at full use that average is about $0.04 on Pro, $0.43 on Starter and roughly $2.60 to $3.50 from one-time packs. Plan-based figures assume you use everything you pay for, and Pro includes up to 300 detailed analyses a month, so most subscribers pay more per check than that. Cost depends heavily on how you buy.

• You want the cheapest quick answer, or you work from video: GeoSeer.
• You are building something and need an API from day one: GeoSeer, or Oceanir through a reviewed integration.
• Each answer goes into a file someone else will review: Oceanir, for the clues for and against and the saved record.
• You handle sensitive images: read both terms. GeoSeer says it does not store uploads. Oceanir lets you switch saved history off.