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PipeCandy

By PipeCandy

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4.3 out of 5 stars

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PipeCandy Reviews & Product Details

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PipeCandy Media

PipeCandy Demo - eCommerce specific filters
Use filters like Web Sales, traffic, product categories, countries and more to filter down to the set of companies you need.
PipeCandy Demo - Exact results for your specific searches
Get specific search results for the searches you requested, to build lists or for market research.
PipeCandy Demo - Curated company lists
Build curated lists for marketing campaigns or create a list of targets for acquisitions and track them separately.
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PipeCandy Reviews (35)

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PipeCandy Reviews (35)

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4.3
35 reviews

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EG
Small-Business (50 or fewer emp.)
"CRO"
What do you like best about PipeCandy?

We chose PipeCandy after reviewing multiple options. I have been really impressed with how quickly they learned our market and tailored an outreach campaign to meet our needs. We're receiving high-quality Enterprise leads as well as relevant SMB leads. Also, their customer success team provides detailed campaign analysis and is quick to respond to our requests. They've become a valuable part of our outreach stack and we intend to continue working with them. Review collected by and hosted on G2.com.

What do you dislike about PipeCandy?

I am very happy with Pipecandy and I don't have any dislikes at this time. Review collected by and hosted on G2.com.

Sivakumar V.
SV
Co-Founder
Information Services
Small-Business (50 or fewer emp.)
"Best data for eCommerce leads"
What do you like best about PipeCandy?

PipeCandy is a very-easy to use the product. One of the best features we like is shortlisting companies based on different criteria at any given time, be it Shopify users in the US in specific revenue segments or Companies in a specific industry, PipeCandy has got it all covered. Review collected by and hosted on G2.com.

What do you dislike about PipeCandy?

Honestly, nothing comes to mind. This is the most accurate lead intelligence tool I have come across from a tech information standpoint. Review collected by and hosted on G2.com.

Jesse M.
JM
Director Of Business Development
Mid-Market (51-1000 emp.)
"Pipecandy Review"
What do you like best about PipeCandy?

Very easy to navigate and learn the system. Review collected by and hosted on G2.com.

What do you dislike about PipeCandy?

Results could be a little more accurate. Sometimes websites that should show up in search results do not. Review collected by and hosted on G2.com.

JG
Director, Business Operations
Small-Business (50 or fewer emp.)
"Favor"
What do you like best about PipeCandy?

Being able to sort by shipping carriers. Review collected by and hosted on G2.com.

What do you dislike about PipeCandy?

Customer service was inconsistent. And they only access eCommerce companies data from what I remembered. Review collected by and hosted on G2.com.

Verified User in Internet
UI
Mid-Market (51-1000 emp.)
"Reliable,"
What do you like best about PipeCandy?

PipeCandy take the time to understand your needs in detail, tailor the output accordingly, then follow up regularly to ensure that the delivery meets the objectives. They also take the time and care to ensure the quality of the output before providing it to the client. Review collected by and hosted on G2.com.

What do you dislike about PipeCandy?

The requirement to pay always in advance. Review collected by and hosted on G2.com.

Verified User in Computer Software
EC
Mid-Market (51-1000 emp.)
"Great Ecommerce Data and Insights"
What do you like best about PipeCandy?

Vast industry information and insights combined with a detailed dataset that can be filtered to specific requests. Also provide a rich enrichment service to expand the company level data sets. Review collected by and hosted on G2.com.

What do you dislike about PipeCandy?

Slight limitation that the GMV market sizing data is only based on brand.com D2C turnover. Review collected by and hosted on G2.com.

Sean T.
ST
"The accuracy of the data"
MH
Co-founder
Small-Business (50 or fewer emp.)
"Overall very satisfied"
What do you like best about PipeCandy?

It has been great that Pipecandy has helped us find and identify our addressable market. We used them to identify which companies use Magento as their checkout process and the leads have been great for getting us started. Review collected by and hosted on G2.com.

What do you dislike about PipeCandy?

Some of the information that they gave us does not feel accurate. We are building a company based off of how many shipments that these businesses are sending out and the estimates that they give for several global companies feel very low. Review collected by and hosted on G2.com.

Verified User in Marketing and Advertising
AM
Mid-Market (51-1000 emp.)
"Great idea, frustrating implementation"
What do you like best about PipeCandy?

The interface and clean layout, the good and minimal use of colours, and the depth of data categories made available. The app itself was generally smooth and didn't choke up or lag much. It was also constantly updated with new companies. Review collected by and hosted on G2.com.

What do you dislike about PipeCandy?

There were a huge number of faults with every level of the app. First off, data discrepancies- from Apple being categorized as "Food And Beverages" to Walmart being a "Automotive and Vehicles" company- some main data categories were rife with inaccuracies. Moreover, creating lists to download contacts was super buggy- it seemed to break down every 5 pages. While that was fixed later as we contacted support, it probably should never have been a problem. On top of that, lack of small features like not being able to delete contacts from/merge lists among other things, makes using this app very frustrating. I really wish it would be great- I like the underlying concept and a lot of effort has clearly put in. But it seems there is a long way to go still. Review collected by and hosted on G2.com.

Response from Ashwin Ramasamy of PipeCandy

Feedback like this is tremendously useful in improving the product experience. Thanks for being candid about your experience.

While not justifying at all, here is why some companies have been misclassified. We are categorizing companies, at scale and have come up our own taxonomy of segments (instead of SIC or NAICS), because 'sub-category' level classification matters when you are trying to understand eCommerce companies better (The way you sell to a luxury goods retailer will be very different from how you'd sell to a diaper seller. We recognize that need).

When you use machine-learning at scale to solve classification problems, some errors such as the ones you mentioned are inevitable. Manual reclassifications are how you'd rectify them (and we have done that).

We sincerely apologize for the time that you spent on the misclassified pages (and that's something we can never give back). Right now, on the product you'd find much better and accurate data (overall) and classifications (to be specific). You may still find some companies mis-classified (example: Ticketmaster as an entertainment company, which is debatable because they are a ticketing service, but then they also host concerts and hence an entertainer). Classification is as much art as it is science. We are getting there.

Thanks for nudging us in the right direction. Give us a try again :)

Verified User in Computer Software
IC
Small-Business (50 or fewer emp.)
"Actionable eCommerce insights"
What do you like best about PipeCandy?

Industry specific intelligence. PipeCandy's data helped answer questions about my eCommerce prospects. Review collected by and hosted on G2.com.

What do you dislike about PipeCandy?

Not something I dislike but currently, their platform primarily covers the US market and some English-speaking markets. It would be great if they expanded their coverage. Review collected by and hosted on G2.com.

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