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Fantastic Feeds &
How to Mind Them
Elizabeth Marsten @ebkendo
Senior Director, e-Commerce Growth Services Image source: iStock
Elizabeth Marsten
@ebkendo
• Senior Director, E-Commerce Growth
Services
• Seattle, WA
• 10 years in the search industry
• PPC, Social, SEO, Analytics, Content
• Speaker: SMX Adv/East/West, Mozcon,
Searchfest, State of Search, HeroCon
• Author: Lynda.com, All in One Web
Marketing for Dummies
NORTH AMERICA’S LARGEST RETAILERS,
MARKETPLACES AND SEARCH ENGINES
DEMAND GENERATION
ASSORTMENT EXPANSION
WAREHOUSES, STORES, DROP-SHIPPERS,
BRAND MANUFACTURERS
DELIVERY
NATIONAL CARRIERS, REGIONAL
CARRIERS, LOCAL CARRIERS
Hatching Your Beast
Image source: iStock
Getting Your Beast Out of the Nest
Solution Best For Product Catalog Size
Guideline
Google Spreadsheet SMBs, small catalogs,
static products offered,
infrequent promotions,
stable inventory
Small (3k or less)
Excel – manual upload SMBs, small catalogs,
static products offered,
infrequent promotions,
stable inventory
Small (3k or less) or
Medium (50k or less)
@ebkendo
Getting Your Beast Out of the Nest
Solution Best For Catalog Size
Tool provider (FTP, API) • Static or constantly
rotating inventory
• Fast changing
inventory and
prices/promotions
• Need to isolate
groups of products
quickly, at scale
• Poor quality product
information
Medium (50k), Large
(100-500k) or X-Large
(500k+)
@ebkendo
Additional Care & Feeding
• Technical difficulties – ability to get a feed out of the site in the first place
• Inventory levels – if you only have a handful of each of the items and sell
out often, sending incremental feeds
• Promotions – do you have a lot that only affect certain products? Or are
complex (like buy one, get one) or even just want to show off in the SERP
all your different offers?
@ebkendo
When You Really Need Backup
• You need connections beyond search and social
• Retailers
• Marketplaces
• Site content widgets (ex: Fit Analytics)
• Data transformation – product information coming out of the site or from
the client is missing information, formatted funny or needs considerable
work to be compliant or even legible
• Business rules – compliance, validation (especially at scale)
What You Send Out Matters
• Product Data
• Missing information
• Formatted poorly (we love to insert ™ or HTML characters)
• Incomplete info (two words is often not enough for a product title)
• “Uh?” information (is the color “Kiss Me Kate” pink, red, white, green
or blue?!)
• Is the info being used in other places?
@ebkendo
Pay Special Attention To
• Product Titles
• It’s the name of the product after all
• It’s also heavily used by all channels in determining what the item is
• Incomplete info (two words is often not enough for a product title)
• Product Category
• GTIN, UPC, UPI – required most of the time
What Shiny Things Can You Lift?
• Other channel feeds
• Categories are different, could be more detailed
• Search terms (Amazon)
• Pinterest (old feed uses hex color)
• Video, apps (Google Manufacturer Center)
• Keywords (Amazon sponsored products, negative keywords too)
• Schedules (when other feeds get sent or to find new products)
• Bundles (popular SKUs being combined to create new “products”)
• Promotions (Best Offer on eBay)
• Product descriptions (augment or even have site content)
@ebkendo
When Something Escapes
• Changing or Poorly Named Categories
• What’s Hot
• Deal of the Day!
• Hidden
• Inventory Updates
• Out of Stock
Someone decides it’s a good idea to “clean up” pixels, tags
and codes on a site on Black Friday.
@ebkendo Image source: iStock
A Master Catalog
Your own version of care of magical creatures
Image source: iStock
A Master Catalog – Why?
• Still need a list of the “things”
• Google Product Type taxonomy- over 5,400 categories/subcategories
• Product Types even more and more unique
@ebkendo Image source: Google
Amazon Brand Registry - ASIN
• 55% of online product searches start on Amazon.com*
• All products on Amazon have an ASIN (Amazon Standard Identification Number)
• Amazon’s Brand Registry for manufacturers/brand owners and have authority
over those items
• Information that can power SERPs on Amazon, recommended products, paid ad
units
@ebkendo
Source:
https://www.recode.net/2016/9/27/13078526/am
azon-online-shopping-product-search-engine
Image source: iStock
Google Manufacturer Center
• Ownership and authoritative information
from the brand
• Info is used and seen in organic results
(Knowledge Panel), Google Now cards,
Google Shopping
• Additional information can be submitted,
like video, apps, additional images, product
specs like battery sizes, cordless
@ebkendo
More GMC. More Beasts.
@ebkendo
• Free to submit the feed, which has fewer fields than the
Google Shopping feed, recently rolled out a self-service sign
up to get started
• Will not override product titles submitted through Google
Merchant Center on PLAs
• Google study: Bosch, 4% lift in conversion rate
Source: https://adwords.googleblog.com/2016/04/google-manufacturer-center-helps-brands.html
GMC. Last One.
@ebkendo Image source: Google
Catching Your Beast
If you don’t have that UPI…
• Search for the product- Google, Bing or
Amazon
• Check a retailer or brand website (hint:
sometimes you have to add the item to
cart to get the item ID to show)
• Ask for it
@ebkendo Image source: iStock
The Google Shopping Feed
Setting out to obliviate all other feeds
• More and more, we hear “just send us the Google feed”
• Pinterest (new, can still use the old one but bulk actions are more manual)
• Yahoo Product Ads (R.I.P.)
• Bing Product Ads
• Criteo (predictive search)
@ebkendo
The
Dark Arts
Image source: iStock
Content Rules & Filters
This is where it really gets dark
• A filter is applied to a product catalog to find products that meet specific
criteria that you’ve defined. For example:
• Products that are below a certain price
• Products in a certain category that you want to promote or exclude
• A content rule can be applied to a filtered group of products or an entire
catalog. For example:
• Change the title in all products going to Google Shopping to remove
special characters
• Change the color attribute “water” to “blue”
@ebkendo
Waving the Wand
• Not unheard of to have hundreds of rules
• This can be strenuous in terms of data processing load
• Clean out old promotions or expired rules
• Can be really simple, setting price floors –for example don’t send items under $5
to Google for PLAs or…
@ebkendo
Product Titles
Turns out, really important
• Consistently the attribute that most often that needs to be adjusted
• Two words for a product is often not enough
• Sometimes multiple rule or augmentations need to be applied either
by hand or via tool
• Fixing truncation
• One of the most mentioned attribute as a major contributor on
determining “relevance” across search, comparison shopping, social and
marketplaces
@ebkendo
Testing with Feeds
There are easier things
• Images- segmenting specific products to have a different image type
• Example: a shirt that is on a model vs. on a white background
• Difficult to do via feeds
• Automated content updates for common issues
• Normalizing colors – common color on your site/feed is “tortoise” -
set up rule or function to always change that to “green”
• Could find a 3rd party tool or service to help with this
@ebkendo
Some Title Tests
• Removing gender, “men’s” or “women’s” on products that are
predominately known, for example dresses or ties
• Allowed for additional information to populate into the product title
• Adding a brand name at the beginning of a title, rather than the end
• Adding a feature like “strapless” or “full length”
• Normalizing features like cttw to ct. tw.
@ebkendo
Promotions & Price
• Google Retail Promotions
• Clicks on the PLA or the Code?
• Shop the Look
• Google, Pinterest, Polyvore
• Showcase Shopping Ads
• Google
@ebkendo Image source: iStock
What Works?
That depends…
• It’s often hard to draw direct effects due to the known and unknown factors
that go into a result
• Search query (branded or non), bid, product title, product category,
popularity, user search history and so on
• Keep track of content edits and date
• [Brand -Item Type –Feature] is a title format we keep returning to
• Remembering that humans read and click
• Enabling special anything, like promotions/offers, badges to stand out
• Resolve as many errors as you can, get more products listed
@ebkendo
Thank You!
@ebkendo Image source: Etsy

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Fantastic Feeds & How to Mind Them

  • 1. Fantastic Feeds & How to Mind Them Elizabeth Marsten @ebkendo Senior Director, e-Commerce Growth Services Image source: iStock
  • 2. Elizabeth Marsten @ebkendo • Senior Director, E-Commerce Growth Services • Seattle, WA • 10 years in the search industry • PPC, Social, SEO, Analytics, Content • Speaker: SMX Adv/East/West, Mozcon, Searchfest, State of Search, HeroCon • Author: Lynda.com, All in One Web Marketing for Dummies
  • 3. NORTH AMERICA’S LARGEST RETAILERS, MARKETPLACES AND SEARCH ENGINES DEMAND GENERATION ASSORTMENT EXPANSION WAREHOUSES, STORES, DROP-SHIPPERS, BRAND MANUFACTURERS DELIVERY NATIONAL CARRIERS, REGIONAL CARRIERS, LOCAL CARRIERS
  • 4. Hatching Your Beast Image source: iStock
  • 5. Getting Your Beast Out of the Nest Solution Best For Product Catalog Size Guideline Google Spreadsheet SMBs, small catalogs, static products offered, infrequent promotions, stable inventory Small (3k or less) Excel – manual upload SMBs, small catalogs, static products offered, infrequent promotions, stable inventory Small (3k or less) or Medium (50k or less) @ebkendo
  • 6. Getting Your Beast Out of the Nest Solution Best For Catalog Size Tool provider (FTP, API) • Static or constantly rotating inventory • Fast changing inventory and prices/promotions • Need to isolate groups of products quickly, at scale • Poor quality product information Medium (50k), Large (100-500k) or X-Large (500k+) @ebkendo
  • 7. Additional Care & Feeding • Technical difficulties – ability to get a feed out of the site in the first place • Inventory levels – if you only have a handful of each of the items and sell out often, sending incremental feeds • Promotions – do you have a lot that only affect certain products? Or are complex (like buy one, get one) or even just want to show off in the SERP all your different offers? @ebkendo
  • 8. When You Really Need Backup • You need connections beyond search and social • Retailers • Marketplaces • Site content widgets (ex: Fit Analytics) • Data transformation – product information coming out of the site or from the client is missing information, formatted funny or needs considerable work to be compliant or even legible • Business rules – compliance, validation (especially at scale)
  • 9. What You Send Out Matters • Product Data • Missing information • Formatted poorly (we love to insert ™ or HTML characters) • Incomplete info (two words is often not enough for a product title) • “Uh?” information (is the color “Kiss Me Kate” pink, red, white, green or blue?!) • Is the info being used in other places? @ebkendo
  • 10. Pay Special Attention To • Product Titles • It’s the name of the product after all • It’s also heavily used by all channels in determining what the item is • Incomplete info (two words is often not enough for a product title) • Product Category • GTIN, UPC, UPI – required most of the time
  • 11. What Shiny Things Can You Lift? • Other channel feeds • Categories are different, could be more detailed • Search terms (Amazon) • Pinterest (old feed uses hex color) • Video, apps (Google Manufacturer Center) • Keywords (Amazon sponsored products, negative keywords too) • Schedules (when other feeds get sent or to find new products) • Bundles (popular SKUs being combined to create new “products”) • Promotions (Best Offer on eBay) • Product descriptions (augment or even have site content) @ebkendo
  • 12. When Something Escapes • Changing or Poorly Named Categories • What’s Hot • Deal of the Day! • Hidden • Inventory Updates • Out of Stock Someone decides it’s a good idea to “clean up” pixels, tags and codes on a site on Black Friday. @ebkendo Image source: iStock
  • 13. A Master Catalog Your own version of care of magical creatures Image source: iStock
  • 14. A Master Catalog – Why? • Still need a list of the “things” • Google Product Type taxonomy- over 5,400 categories/subcategories • Product Types even more and more unique @ebkendo Image source: Google
  • 15. Amazon Brand Registry - ASIN • 55% of online product searches start on Amazon.com* • All products on Amazon have an ASIN (Amazon Standard Identification Number) • Amazon’s Brand Registry for manufacturers/brand owners and have authority over those items • Information that can power SERPs on Amazon, recommended products, paid ad units @ebkendo Source: https://www.recode.net/2016/9/27/13078526/am azon-online-shopping-product-search-engine Image source: iStock
  • 16. Google Manufacturer Center • Ownership and authoritative information from the brand • Info is used and seen in organic results (Knowledge Panel), Google Now cards, Google Shopping • Additional information can be submitted, like video, apps, additional images, product specs like battery sizes, cordless @ebkendo
  • 17. More GMC. More Beasts. @ebkendo • Free to submit the feed, which has fewer fields than the Google Shopping feed, recently rolled out a self-service sign up to get started • Will not override product titles submitted through Google Merchant Center on PLAs • Google study: Bosch, 4% lift in conversion rate Source: https://adwords.googleblog.com/2016/04/google-manufacturer-center-helps-brands.html
  • 18. GMC. Last One. @ebkendo Image source: Google
  • 19. Catching Your Beast If you don’t have that UPI… • Search for the product- Google, Bing or Amazon • Check a retailer or brand website (hint: sometimes you have to add the item to cart to get the item ID to show) • Ask for it @ebkendo Image source: iStock
  • 20. The Google Shopping Feed Setting out to obliviate all other feeds • More and more, we hear “just send us the Google feed” • Pinterest (new, can still use the old one but bulk actions are more manual) • Yahoo Product Ads (R.I.P.) • Bing Product Ads • Criteo (predictive search) @ebkendo
  • 22. Content Rules & Filters This is where it really gets dark • A filter is applied to a product catalog to find products that meet specific criteria that you’ve defined. For example: • Products that are below a certain price • Products in a certain category that you want to promote or exclude • A content rule can be applied to a filtered group of products or an entire catalog. For example: • Change the title in all products going to Google Shopping to remove special characters • Change the color attribute “water” to “blue” @ebkendo
  • 23. Waving the Wand • Not unheard of to have hundreds of rules • This can be strenuous in terms of data processing load • Clean out old promotions or expired rules • Can be really simple, setting price floors –for example don’t send items under $5 to Google for PLAs or… @ebkendo
  • 24. Product Titles Turns out, really important • Consistently the attribute that most often that needs to be adjusted • Two words for a product is often not enough • Sometimes multiple rule or augmentations need to be applied either by hand or via tool • Fixing truncation • One of the most mentioned attribute as a major contributor on determining “relevance” across search, comparison shopping, social and marketplaces @ebkendo
  • 25. Testing with Feeds There are easier things • Images- segmenting specific products to have a different image type • Example: a shirt that is on a model vs. on a white background • Difficult to do via feeds • Automated content updates for common issues • Normalizing colors – common color on your site/feed is “tortoise” - set up rule or function to always change that to “green” • Could find a 3rd party tool or service to help with this @ebkendo
  • 26. Some Title Tests • Removing gender, “men’s” or “women’s” on products that are predominately known, for example dresses or ties • Allowed for additional information to populate into the product title • Adding a brand name at the beginning of a title, rather than the end • Adding a feature like “strapless” or “full length” • Normalizing features like cttw to ct. tw. @ebkendo
  • 27. Promotions & Price • Google Retail Promotions • Clicks on the PLA or the Code? • Shop the Look • Google, Pinterest, Polyvore • Showcase Shopping Ads • Google @ebkendo Image source: iStock
  • 28. What Works? That depends… • It’s often hard to draw direct effects due to the known and unknown factors that go into a result • Search query (branded or non), bid, product title, product category, popularity, user search history and so on • Keep track of content edits and date • [Brand -Item Type –Feature] is a title format we keep returning to • Remembering that humans read and click • Enabling special anything, like promotions/offers, badges to stand out • Resolve as many errors as you can, get more products listed @ebkendo

Editor's Notes

  1. https://www.google.com/basepages/producttype/taxonomy.en-US.txt
  2. https://adwords.googleblog.com/2016/04/google-manufacturer-center-helps-brands.html
  3. https://www.etsy.com/listing/509913427/niffler-fantastic-beasts-niffler-stuffed