Intelligent data extraction and web scraping

Transform public web data into strategic advantage.

We capture, process and transform large volumes of public digital data into intelligence your business can act on: competitor tracking, pricing analysis, SEO insight and customer sentiment. Agents do the collection and the structuring at scale. Named research analysts verify what goes to you. Every dataset carries its sources and its approval on the record.

spine·vision v4 · extraction
sources 1,860 · conf 0.97
Competitor tracking · 14 marketplaces · batch #26044 of 1,860 sources
3 sellers
White earbuds in a white case
Wireless earbuds with case
SKU EB-2201$89 to $109
stock: low
Black-framed sunglasses
Black-frame sunglasses
2 sellers$59
price range
White laptop with black keyboard
14-inch laptop, 16 GB
4 sellers$899 to $1,049
sentiment 4.3
Brown fedora hat
Wool felt fedora
312 reviews$45
1,860 sources · robots.txt honoured · no personal dataPublish dataset
listing · stock low 0.93
src:marketplace-a price:parsed · sku:matched 0.97 · promo:detected · src:blog-12 sentiment:negative 0.82 → tagged · robots:respected · pii:none · dataset publish → approval · audit:chained ✓ ·
Competitor tracking, batch #2604 · rendered by spine·vision
then a named human signs off the dataset →
SPINE · EXTRACTION RUN · batch #2604live
step 02Collect 1,860 public sourcesread only · robots.txt honoured · no personal dataAuto · read
step 04Publish dataset to your warehouserouted to a named research analystHeld · human
✓ approved · named reviewer · audit entry signed
Public data in, verified intelligence out Sources public only Collection robots-respecting Personal data never harvested Datasets analyst-verified Audit tamper-evident
Expertise without complexity

A research desk that never closes, and never needs your engineers.

Think of it as a digital research capability that works in the background and delivers the intelligence behind confident, high-stakes decisions. We run the crawlers, the parsers, the proxies and the storage. Your team receives clean, structured data and a named analyst to ask about it. The technical burden on your side is zero.

  • Research in the backgroundCollection runs on a schedule you set, from hourly price sweeps to weekly sentiment pulls, and lands in the format your analysts already use.
  • Infrastructure managed for youCrawlers, parsers, rate limits, storage and change detection are ours to build and keep working. When a site changes its layout, we fix the scraper, not you.
  • Verified before it reaches youA named research analyst reviews each dataset for coverage and accuracy before it is published to your warehouse, and signs the release.
spine·vision // source capture · hourly sweeprows 6 of 1,860_
Sources · price and availabilitysweep 09:00
ProductMarketplacePriceAvailabilityCaptured
Wireless earbudsMarketplace A$99in stock09:10
Black-frame sunglassesMarketplace B$59low stock09:12
14-inch laptopBrand DTC site$949in stock09:14
Wool felt fedoraMarketplace C$45in stock09:15
Smartphone, 128 GBMarketplace A$0 placeholderheld · analyst09:17
Quartz watch, 38 mmMarketplace B$189in stock09:19
1 row held for a named analyst · 5 verifiedExport dataset
Source capture, hourly sweep · rendered by spine·vision
What the data does for you

Six ways public data becomes a decision.

Each stream is collected by agents, structured to your schema and verified by an analyst before it is used. The insight is only as good as the source, so every row keeps its provenance.

01

Fuel data-driven decision making

Track market trends and competitor moves as they happen: pricing changes, product launches and promotional cycles arrive as structured signals rather than as a surprise in next quarter’s numbers.

02

Precision pricing and product optimisation

Continuous benchmarks against competitors show where you are under- or over-priced, support proactive pricing models and reveal the product gaps in your range that the market is already asking for.

03

Uncover market and customer sentiment

Social chatter, blogs and reviews are turned into a structured blueprint of customer pain points and brand perception, aggregated by theme and never tied to an identifiable individual.

04

Scale efficiency through automated research

Manual collection is slow and error-prone. Intelligent scrapers gather large datasets accurately and quickly, which frees your team to interpret the findings instead of typing them in.

05

Responsive supply chain and inventory agility

Availability, price shifts and external events are monitored across your suppliers and channels so inventory positions and listings stay synchronised with the market they sell into.

06

Strategic SEO and marketing performance

High-performing content and trending keywords in your niche are identified continuously, giving your content and paid teams a live view of what is winning attention right now.

Collected lawfully

Public data, gathered the way a regulated operator gathers it.

We collect only what is publicly available, honour robots.txt and site terms, throttle to be a good citizen of every site we visit and never harvest personal data. Where a request would cross a line, the agent stops and a named person decides. That is the same discipline Bill Gosling has applied to regulated data since 1955.

01 · What we collect

Public, commercial, aggregated

Prices, availability, product attributes, published reviews, rankings, keywords and public announcements. Structured to your schema, with the source and timestamp kept on every row.

02 · What we never collect

People

No personal data, no profiles, no scraping behind a login, no circumvention of access controls. Sentiment is reported by theme, not by named individual, and personal identifiers are dropped at the point of collection.

live
Cameras
live
Apparel
held
Beauty
live
Watches
fixed
Footwear
Talk to us

Let’s build smarter, faster and more scalable e-commerce experiences together.

Explore how AI + creativity can accelerate your next big move. Bring one question about your market. Leave with the sources, the dataset and the analyst who verified it.