What people use Sparkbots for

For house flippers

Spot the properties with room to add value before you book a walkthrough.

• Does it need major repairs?
• What's the square footage?
• What did nearby homes sell for?
• How long has it been listed?

Runs on Zillow, Redfin

For real estate investors

Know which auction properties carry hidden risk before you bid.

• Is it occupied?
• What's the opening bid?
• Are any liens mentioned?
• Can it be inspected before the auction?

Runs on Auction.com, Hubzu

For commercial real estate investors

Compare deals on income and occupancy the moment you open the listing.

• What's the net operating income?
• What's the cap rate?
• How full is the building?
• Is it a triple-net lease?

Runs on LoopNet, Crexi

For home buyers and insurers

Find the expensive problems in a long inspection report without reading every page.

• How old is the roof?
• Are there electrical issues?
• Is there any water damage?
• Which repairs are flagged as urgent?

Runs on Inspection report PDFs

For real estate investors

See which listings pencil out as rentals without building a spreadsheet for each one.

• What rent could it bring in?
• What are the HOA fees?
• How long has it been on the market?
• Has the price been cut?

Runs on Zillow, Redfin, Realtor.com

For angel investors

Sort pitch decks into worth-a-meeting and not-for-us in seconds.

• What stage is the company at?
• What's the revenue run rate?
• How experienced is the team?
• How big is the market they claim?

Runs on Pitch decks, AngelList

For commercial real estate investors

Pull the numbers that matter out of a 60-page offering memorandum.

• What's the total rent roll?
• How long are the remaining leases?
• What's the expense ratio?
• Is deferred maintenance disclosed?

Runs on Offering memorandum PDFs, LoopNet

For car buyers and dealers

Catch the accident, odometer or service problem buried in a history report.

• Has it been in an accident?
• Is there an odometer problem?
• Are there gaps in service?
• How many owners has it had?

Runs on Carfax, AutoCheck

For car dealers

Decide which auction cars are worth bidding on before the lane opens.

• What's the condition grade?
• Is the title branded?
• Are any damage notes listed?
• How many miles does it have?

Runs on Manheim, ACV Auctions, Copart

For apartment investors

Compare apartment deals on the same terms across every broker's listing.

• How many units are there?
• What's the price per unit?
• Is there a value-add plan?
• What's the current occupancy?

Runs on LoopNet, Crexi

For boat buyers

Know which boats are worth a survey before you make an offer.

• How many engine hours?
• What year is it?
• Is a survey available?
• Is there any damage history?

Runs on YachtWorld, Boat Trader

For aircraft buyers and brokers

Know which aircraft are worth a pre-buy inspection before you call the seller.

• How many hours since the engine was overhauled?
• Is there any damage history?
• Are the logbooks complete?
• Does it have ADS-B Out?

Runs on Controller, Trade-A-Plane, AvBuyer

For people buying a business

Rule out businesses that depend on the owner before you sign an NDA.

• What's the asking price as a multiple of profit?
• How many hours does the owner work?
• Does one customer bring in most of the revenue?
• Is seller financing offered?

Runs on BizBuySell, Flippa, Acquire.com

For car buyers

Skip the cars with a branded title or a reported accident before you call the dealer.

• Has it been in an accident?
• Is the title clean?
• Is the price fair for the mileage?
• How many owners has it had?

Runs on Cars.com, Autotrader, CarGurus

For marketing teams

Catch claims that get ads rejected before you submit them.

• Does it make health or income claims?
• Is pricing stated clearly?
• Is a privacy policy linked?
• Does the landing page match the ad?

Runs on Meta Ad Library, Landing pages

For online sellers

Know whether a product is worth listing before you order samples.

• How long does shipping take?
• How is the supplier rated?
• What's the margin at our price?
• Do reviews mention quality problems?

Runs on AliExpress, CJdropshipping

For sales and bid teams

Decide whether to respond to an RFP before anyone spends a week on it.

• When is it due?
• What are the mandatory requirements?
• Is a budget stated?
• Is there anything that rules us out?

Runs on RFP PDFs, Bid portals

For sales teams

Send reps the leads worth calling and skip the rest.

• Is it a personal email address?
• Does the company look real?
• Is it a student or job seeker?
• Does it match our customer profile?

Runs on CRM lead records, Form submissions

For hotel revenue managers

See how nearby hotels are pricing tonight without opening every site.

• What's tonight's rate?
• Is it refundable?
• Is there a minimum stay?
• What's included in the rate?

Runs on Booking.com, Expedia, Hotel websites

For pR and communications teams

Know which mentions need a response today.

• Is it positive or negative?
• Does it mention us by name?
• How prominent is the outlet?
• Does it need a response?

Runs on News sites, Blogs

For marketers and agencies

Run the same on-page checklist on every page in seconds.

• Is the target keyword in the title?
• Is there exactly one H1?
• Is the meta description a sensible length?
• Is there a clear call to action?

Runs on Any web page

For advertisers and media buyers

Compare publishers on price and audience without building a spreadsheet.

• What's the CPM?
• How large is the audience?
• Who is the audience?
• Which ad formats are offered?

Runs on Media kit PDFs, Publisher sites

For real estate agents

Catch missing details and risky wording before a listing goes live.

• Are there enough photos?
• Are required fields missing?
• Is there any fair-housing risk in the wording?
• Is the description complete?

Runs on MLS listings, Zillow

For marketing teams

Shortlist creators who fit your brand without scrolling through months of posts.

• How many followers do they have?
• Does their engagement look genuine?
• Have they promoted a competitor?
• Is their content brand safe?

Runs on Instagram, TikTok, YouTube

For marketplace sellers

Catch listing problems before the marketplace suppresses them.

• Does it make any prohibited claims?
• Is the title within the length limit?
• Are any required details missing?
• Do the photos meet the guidelines?

Runs on Amazon Seller Central, Etsy

For product and sales teams

Keep a consistent read on how competitors price and package their plans.

• What does the entry plan cost per seat?
• Is there a free tier?
• Which plan includes SSO?
• What's the annual discount?

Runs on Competitor pricing pages

For sales reps

Know whether a company is worth a call before you write the first email.

• Does it match our ideal customer profile?
• Roughly how many employees does it have?
• What industry is it in?
• Is it hiring for roles that would use our product?

Runs on Company websites, LinkedIn

For hiring managers

Get through a stack of resumes without missing the one requirement that matters.

• What's their most recent title?
• Do they hold the required certification?
• Are there gaps longer than six months?
• Does their experience match the level of the role?

Runs on Resume PDFs

For recruiters

Screen every profile against the same must-haves, whoever is reviewing.

• Do they have the must-have skills?
• How many years of relevant experience?
• Have they changed jobs often?
• Are they in the right location?

Runs on LinkedIn, Greenhouse, Lever

For teams hiring contractors

Compare freelancers on track record instead of profile polish.

• What's their job success score?
• What's their hourly rate?
• Have they done work in our field?
• How recent are their reviews?

Runs on Upwork, Fiverr, Toptal

For technical recruiters

See what someone actually builds before you set up a call.

• Which languages do they mostly use?
• Have they been active recently?
• Do they maintain any notable projects?
• Do they contribute to other people's projects?

Runs on GitHub

For security teams and everyone else

Spot a phishing email before anyone clicks the link.

• Does the sender's domain match the brand?
• Does it push urgency or threats?
• Do the links go somewhere other than they claim?
• Is there a risky attachment?

Runs on Gmail, Outlook on the web

For contractors and property managers

Confirm a subcontractor's coverage meets your requirements before they start work.

• Does general liability meet our minimum?
• Are we listed as additional insured?
• When does the policy expire?
• Is a waiver of subrogation included?

Runs on Certificate PDFs

For e-commerce teams

Flag risky orders before they ship.

• Do the billing and shipping addresses differ?
• Is it shipping to a high-risk region?
• Is the order unusually large for a new customer?
• Does the email address look disposable?

Runs on Shopify admin, Order pages

For insurance agents and brokers

Compare policies line by line without retyping the declarations pages.

• What's the premium?
• What's the deductible?
• Which exclusions apply?
• What are the coverage limits?

Runs on Policy PDFs, Carrier portals

For legal teams

Know what a new filing means for your deadlines as soon as it lands.

• Is there a new filing?
• What deadlines does it set?
• When is the next hearing?
• Who filed it?

Runs on PACER, State court portals

For property managers and renters

Find the terms that cause disputes later, before anyone signs.

• Are pets allowed?
• What's the late fee?
• When does it renew?
• Who handles repairs?

Runs on Lease PDFs, Property portals

For growers and applicators

Confirm a product is approved for your crop and rate before you spray.

• Is our crop on the label?
• What's the maximum rate?
• How long before workers can re-enter?
• What protective equipment is required?

Runs on Label PDFs, Manufacturer sites

For real estate lawyers and asset managers

Pull the key terms out of a long commercial lease in one pass.

• How does the rent escalate?
• What renewal options are there?
• Can the lease be assigned?
• When does it expire?

Runs on Lease PDFs

For compliance teams

Know which new rules affect you and when you have to act.

• Does it affect our industry?
• When is the comment deadline?
• When does it take effect?
• What does it require us to change?

Runs on Federal Register, Agency sites

For sales ops and legal teams

Catch the auto-renewal or uncapped liability before it gets signed.

• Does it renew automatically?
• How long is the term?
• What are the payment terms?
• Is liability capped?

Runs on Contract PDFs, DocuSign

For founders and legal teams

Spot the terms that need a lawyer's attention before you sign.

• Is it mutual?
• How long does confidentiality last?
• Is there a non-solicit clause?
• Which state's law applies?

Runs on Contract PDFs

For security teams

Pull the indicators and affected products out of a threat report fast.

• Which indicators of compromise are listed?
• Which threat actor is named?
• Which techniques are described?
• Which products are affected?

Runs on Vendor threat reports, Advisory PDFs

For video creators and agencies

Know whether a track is cleared for your use before you publish.

• Is commercial use allowed?
• Is attribution required?
• What does it cost?
• Are there platform restrictions?

Runs on Artlist, Epidemic Sound, License pages

For iT admins

Decide which extensions to allow without reading every listing in full.

• Does it ask for broad permissions?
• Is the publisher verified?
• How many people use it?
• When was it last updated?

Runs on Chrome Web Store

For iT and procurement teams

Answer the first round of security questions about a vendor in minutes.

• Do they have a SOC 2 Type II report?
• When was their last penetration test?
• Where is customer data stored?
• Do they support single sign-on?

Runs on Trust centers, Security PDFs

For bookkeepers and finance teams

Code receipts the same way every time, without retyping them.

• Who's the vendor?
• What's the total, including tax?
• Which expense category does it belong in?
• Does it break our expense policy?

Runs on Receipt PDFs, Email receipts

For accounts payable teams

Catch the invoice that doesn't add up before it gets paid.

• What's the amount due?
• When is it due?
• Does it reference a purchase order?
• Do the line items add up to the total?

Runs on Invoice PDFs, Billing portals

For logistics coordinators

Close out deliveries without missing a damage note or a short count.

• Is it signed?
• Does the piece count match?
• Are any exceptions or damage noted?
• Is the delivery date recorded?

Runs on Bill of lading PDFs, Carrier portals

For government contractors

Know in seconds whether a bid is worth reading in full.

• Does the work match what we do?
• Is it set aside for small businesses?
• When are responses due?
• Is a pre-bid meeting required?

Runs on SAM.gov, State bid portals

For support teams

Route every ticket to the right person with the right urgency.

• What does the customer want?
• How upset are they?
• Do they qualify for a refund under our policy?
• How urgent is it?

Runs on Zendesk, Intercom, Help Scout

For food quality teams

Confirm every lot meets spec before it reaches the line.

• Is every result within spec?
• Which allergens are declared?
• What's the lot number?
• Is the certificate signed and dated?

Runs on Certificate of analysis PDFs

For contractors and buyers

Check price and stock across suppliers without calling around.

• What's the price per unit?
• Is it in stock?
• What's the lead time?
• Does it meet the spec we need?

Runs on Supplier websites, Pro desks

For importers

Separate real factories from middlemen before you request samples.

• Is the supplier verified?
• How many years has it operated?
• What's the minimum order?
• Is it a factory or a trading company?

Runs on Alibaba, Made-in-China

For subcontractors

Decide which bids to chase before estimating starts.

• Does the scope match our trade?
• When are bids due?
• Is prevailing wage required?
• Is a bond required?

Runs on BuildingConnected, Bid boards

For busy professionals

See which emails need you today and which can wait.

• Does it need a reply from me?
• Is there a deadline?
• Is it a sales pitch?
• Who else is involved?

Runs on Gmail, Outlook on the web

For contractors

Find what the spec actually requires without paging through the whole set.

• Which product is specified?
• Are approved equals allowed?
• What submittals are required?
• Which standards must it meet?

Runs on Spec PDFs, Plan sets

For buyers and procurement teams

Line up quotes on the same terms, even when every supplier formats them differently.

• What's the unit price?
• What's the lead time?
• Which shipping terms apply?
• What warranty is included?

Runs on Quote PDFs, Supplier emails

For nonprofits and research teams

Know whether a grant is worth applying for before you start writing.

• Is our type of organization eligible?
• When is the deadline?
• How large are the awards?
• Is matching funding required?

Runs on Grants.gov, Foundation websites

For builders and developers

Know where every permit stands without calling the city.

• What's the permit status?
• Are inspections pending?
• When does it expire?
• Are there open corrections?

Runs on City permit portals

For logistics teams

Catch delayed or held shipments before the customer asks.

• Is it delayed?
• What's the new delivery date?
• Is it held in customs?
• Is a signature required?

Runs on Carrier tracking pages

For construction managers

See the cost and schedule impact of every change at a glance.

• What's the cost impact?
• What's the schedule impact?
• Has it been approved?
• What triggered the change?

Runs on Procore, Change order PDFs

For hotel and restaurant teams

Know which reviews need a reply first, and who should write it.

• What's the complaint about?
• Does it need a response?
• Is a staff member named?
• How serious is it?

Runs on Google reviews, Tripadvisor, Booking.com

For freight brokers

Catch risky carriers before you hand over a load.

• How long have they had operating authority?
• Is insurance on file?
• What's their out-of-service rate?
• Are there signs of double brokering?

Runs on FMCSA SAFER, Carrier profiles

For general contractors

Check every subcontractor the same way before you add them to a job.

• Is their license active?
• Do they show proof of insurance?
• Are there complaints on file?
• Do they work in our area?

Runs on Contractor websites, License lookups

For investors and traders

Sort the headlines that could move a position from the ones you can ignore.

• Which company is it about?
• Is it likely good or bad news for the stock?
• Is it material or just noise?
• Does it mention guidance or earnings?

Runs on Yahoo Finance, Bloomberg, News sites

For investors and analysts

Get what changed on the call without reading the whole transcript.

• Was guidance raised or lowered?
• What did management say about margins?
• Was a buyback announced?
• Were any new risks flagged?

Runs on Investor relations sites, Transcript sites

For engineering teams

Run the same review checklist on every pull request.

• Were tests added?
• Is it a breaking change?
• Does it touch database migrations?
• Does it expose any secrets?

Runs on GitHub, GitLab

For fixed-income investors

Pull the key terms out of an offering statement in seconds.

• What's the coupon?
• When can it be called?
• What's the credit rating?
• What secures the bond?

Runs on EMMA, Offering PDFs

For hardware engineers

Check a part against your requirements without hunting through the datasheet.

• What's the voltage range?
• What's the temperature rating?
• Which package does it come in?
• Is it RoHS compliant?

Runs on Datasheet PDFs, Digi-Key, Mouser

For lawyers and paralegals

Sort search results into relevant and not before reading any opinion in full.

• Which jurisdiction is it?
• What did the court hold?
• Does it cite the statute we care about?
• How recent is it?

Runs on Google Scholar, CourtListener

For traders and growers

Get the price and supply picture from a market report in one glance.

• How did prices change?
• What happened to stocks?
• Is the outlook bullish or bearish?
• Which regions are affected?

Runs on USDA reports, Market reports

For inventors and patent attorneys

Tell quickly whether a patent overlaps with your idea.

• Do the claims cover our feature?
• What's the priority date?
• Who's the assignee?
• Is it still in force?

Runs on Google Patents, USPTO

For journalists

Find the press releases worth a story in a crowded inbox.

• Is it newsworthy?
• Is there an embargo?
• Who's the press contact?
• What's the key number or claim?

Runs on PR Newswire, Business Wire

For journalists and editors

Pull out every claim that needs checking before a story runs.

• Is a primary source cited?
• When was it published?
• Which numbers are stated?
• Who is quoted?

Runs on News articles, Reports

For researchers and journalists

Judge a source's credibility the same way every time.

• Is the author named?
• Is there a corrections policy?
• Is ownership disclosed?
• Are sources cited?

Runs on News sites, Blogs

For researchers and students

Sort papers by your inclusion criteria before you read any of them closely.

• Does it meet our inclusion criteria?
• How large was the sample?
• Was it a randomized trial?
• Did it meet its primary outcome?

Runs on PubMed, arXiv

For patients and trial coordinators

See quickly whether a trial is open and who it's for.

• Is it still recruiting?
• What ages are eligible?
• Which conditions are excluded?
• Where are the trial sites?

Runs on ClinicalTrials.gov

For investors and analysts

Pull the same key facts out of every filing without reading it end to end.

• How fast is revenue growing?
• Is there a going-concern warning?
• When does major debt come due?
• Has the share count gone up?

Runs on SEC EDGAR

For software engineers

Decide whether a library is safe to depend on before you install it.

• What license does it use?
• When was the last release?
• Is it actively maintained?
• Are there known security issues?

Runs on GitHub, npm, PyPI

For patients and clinic staff

Know whether a prescription is covered before you reach the pharmacy counter.

• Is the drug covered?
• Which tier is it on?
• Is prior authorization required?
• Is step therapy required?

Runs on Insurer formulary pages, Formulary PDFs

For collectors and resellers

Spot the listings that look too good to be real.

• How is the seller rated?
• Is the price far below the usual?
• Do the photos show tags and labels?
• Does the listing mention authentication?

Runs on eBay, StockX, Grailed

For shoppers with allergies

Check a product for your allergens without squinting at the label.

• Does it contain peanuts or tree nuts?
• Is it gluten-free?
• Is there a may-contain warning?
• Is it certified vegan?

Runs on Grocery websites, Product pages

For job seekers

Know whether a job is worth applying for, and whether it's real.

• Is the salary listed?
• Is it remote?
• Does it match my must-haves?
• Are there signs it's a scam?

Runs on LinkedIn, Indeed

For renters

Spot a fake rental listing before you send a deposit.

• Is the rent far below the area?
• Can the landlord show it in person?
• Do they want a deposit before a viewing?
• Are they asking for wire or Zelle payment?

Runs on Craigslist, Facebook Marketplace, Zillow

For home buyers

Catch the costs and red flags that listing photos don't show.

• How much are the HOA fees?
• Is it in a flood zone?
• Has the price been cut?
• How old is the roof?

Runs on Zillow, Redfin

For anyone signing up for something

Find out how hard it is to cancel before you hand over a card.

• Does it renew automatically?
• Can I cancel online?
• Is there a cancellation fee?
• Is there a forced arbitration clause?

Runs on Checkout pages, Terms of service

For online shoppers

Tell whether an unfamiliar store is legitimate before you check out.

• Is there a real business address?
• Is there a clear return policy?
• Are prices far below other stores?
• Does it only take unusual payment methods?

Runs on Any shopping site