BIC Brunch, May 2020 Keeping up with your Metadata: A ... Brunch Slideshow, May 2020.pdfThe earlier...
Transcript of BIC Brunch, May 2020 Keeping up with your Metadata: A ... Brunch Slideshow, May 2020.pdfThe earlier...
BIC Brunch, May 2020Keeping up with your Metadata:
A Lesson in Increasing Sales and Bettering Communications
#bicbrunch
Agenda
12pm Introduction and update on BIC
Alaina-Marie Bassett, Business Manager, BIC
12:05pm Keeping up with your Metadata
Cecilia Rushton, Head of Editorial Operations, Hodder & Stoughton, Headline,
John Murray and Quercus
Graham Bell, Executive Director, EDItEUR
Clive Herbert, Head of Professional Services, Nielsen Book
12:50pm Question and Answer and General Discussion
1pm Wrap-up and end
Alaina-Marie Bassett, Business Manager, BIC
bic.org.ukBOOK INDUSTRY COMMUNICATION LTD #bicbrunch
bic.org.uk
Some housekeeping before we get started
Reducing background noise: We kindly ask that all non-speaker attendees mute
themselves to reduce any background noise.
Questions for speakers: Questions will be invited at the end of this event (time-permitting).
If you would like to ask a question, please either indicate this by messaging the meeting
organisers (only) in the chat box provided or unmute yourself in order to speak.
Remember to re-mute yourself once you’ve asked your question.
Recording: This event is being recorded for BIC to use in its marketing and to allow people
who are unable to attend this session today to still enjoy the event later. Unless you speak,
you will not be identified in the recording.
Social media:
We will be tweeting during this event using the #bicbrunch hashtag. Feel free to join in!
BOOK INDUSTRY COMMUNICATION LTD #bicbrunch
Who we are
BIC (Book Industry Communication Ltd) is at the cornerstone of the book industry,
creating standards, delivering best practice and improving margin.
If you are in the book industry supply chain you need to be a member of BIC.
bic.org.ukBOOK INDUSTRY COMMUNICATION LTD #bicbrunch
bic.org.uk
BIC Committees
Digital Supply Chain Committee
Libraries Committee
Metadata Sub-Committee
Physical Supply Chain Committee
BOOK INDUSTRY COMMUNICATION LTD
DIGITAL
PH
YS
ICA
L
METADATA MATTERS!
#bicbrunch
bic.org.uk
BIC Events & Training
BIC Breakfasts / BIC Brunches / Green BIC Brunches
Networking Events
Annual seminar at London Book Fair
Extensive training programme (runs throughout the year)
Social media: Facebook
Twitter:
@BIC1UK
@BIC_LCF
YouTube
BOOK INDUSTRY COMMUNICATION LTD #bicbrunch
bic.org.uk
What is a BIC Brunch?
Monthly
Short (60 minute)
Online sessions
Dedicated to supply chain topics and/or issues
BOOK INDUSTRY COMMUNICATION LTD
Green BIC Brunches – coming soon!
Bi-monthly, starting June 2020
Focus on the steps being taken by the
book industry to make our supply chain
as environmentally-friendly as possible
bic.org.uk/99/What-are-BIC-Breakfasts?/
bic.org.uk/97/Upcoming-Breakfasts/
#bicbrunch
bic.org.uk
Over to our first speaker…
Cecilia Rushton, Head of Editorial Operations,
Hodder & Stoughton, Headline, John Murray
and Quercus
BOOK INDUSTRY COMMUNICATION LTD #bicbrunch
What are we going to cover?
• Why does good metadata matter and why does it have to be up-to-date?
• What is the BIC PDEA scheme and how can it help?
• What can publishers do internally to ensure top data practice?
• The refreshed BIC PDEA scheme
Why does good metadata matter?
Metadata does two key things: it helps retailers to sell our products and customers to find them.
The better the data (the more complete, accurate and more timely), the more information we provide to retailers and the easier it is for customers to find our products.
There are two levels of data:
• Basic elements
• Descriptive/rich data elements
Basic and Descriptive Data
Basic data elements: • ISBN • Title • Author• Territorial sales rights• Format• Subject codes (BIC, BISAC, Thema)• Pub date• Price• Cover image
Descriptive data: • Description• Reviews• Biography• Keywords
According to Nielsen’s 2016 White Paper, titles that include all basic data elements sell 75% more copies than
those that don’t
Adding a cover image increases sales by more than 200%
Including Description, Reviews and Biography increase sales by 72% Including keywords
increases sales by 34%
Why does it have to be kept up-to-date?
Books are not static products. They are reissued, retitled and re-jacketed. They are put into new formats, published in new markets and new territories.
The more dynamic your product, the more dynamic your data needs to be.
And the most dynamic data are:
Description
Categories
Keywords
These should be regularly checked and updated to keep them fresh and relevant to the market.
Why does it have to be ready early?
The earlier the data is ready and feeding into the market, the better:
• Suppliers and retailers know about your product in plenty of time to order
• Customers can pre-order titles, which builds buzz
• Publishers have time to check and change elements that are not working
Titles with a complete data set that feed into the market 4 (or more) months
before pub, sell 25% more copies
Why does it matter now?
If you’re not reaching your customers online, you’re not reaching them at all.
More than ever, digital presence is crucial, and getting to the top of the digital space can’t be done without great metadata.
Description, Category codes, Keywords
Nielsen’s new paper: ‘The Impact of COVID-19 on the UK Book Consumer’,
suggests that reading is up but publishers are competing more than ever with
other forms of entertainment
Popular Fiction:crime/thriller/adventure,
general/popular fiction and romance/sagas
Popular Non-fiction:cookery, puzzle and quizzing, gardening/
DIY and health and fitness
What is the BIC PDEA Scheme
The Publishing Data Excellence Award (PDEA) is an annual award scheme run by BIC and assessed by Nielsen. It measures the completeness and timeliness of data.
Under the current scheme, there are three levels: BIC Excellence Plus, BIC Excellence and BIC Basic.
The scheme measures:
Data completeness : all data elements complete by publication date: title, author, format, price, category codes, description, cover, etc.
Data timeliness : all data elements are in place 16 weeks before publication.
All members of the scheme receive monthly reports and charts from Nielsen to help them keep track of their data.
Nielsen Completeness and Timeliness Graphs
The black columns indicate % of titles with complete data at time of publication
The blue columns indicate % of titles with complete data 16 weeks ahead of publication
For BIC Excellence Plus, 80% of editions must be complete and 60% need to be timely
Nielsen Reports
The reports also include a breakdown of compliance by imprint as well as more detailed reports showing each ISBN
Deep-dive cleansing examples
1) A sudden drop in a division’s stats
Problem identified: a new imprint missing covers on backlist titles
Solution: missing cover images uploaded
2) A gift-book series that consistently had a high ‘fail’ rate
Problem identified: ‘Dimensions’ consistently failing
Solution: change to internal process to add dimensions to a format type
What else can publishers do to ensure great metadata?
• In-house reports
• Early cover images
• Retailer site checks
• Checking titles on all devices
• Post-publication checks
• Metadata best practice
The Refreshed BIC PDEA scheme
The scheme is being simplified so that members are awarded Bronze, Silver or Gold.
All product formats – including print, digital and audio – will be assessed as one.
New data elements have been added to keep up with changing industry requirements:
- Thema category codes are mandatory for all levels
- Use of ONIX 3.0, including eBook Accessibility data, and adult content warnings are all necessary for Gold accreditation
- Quality elements are being included for the first time (TBC)
When?
First applications will be welcome for 2021. All organisations (including those accredited on the current PDEA Scheme) will need to submit an application to gain an award on the refreshed scheme.
Great title metadata…
• Has complete and accurate basic elements
• Has complete and rich descriptive data
• Is ready early (at least 4 months before pub – but aim for 6+)
• Has regularly reviewed and updated dynamic data (pre- and post- publication)
How is this achieved?
• By using the support available – the BIC PDEA scheme is a great help
• Making metadata central to in-house process
• Resolving data issues quickly
bic.org.uk
Over to our second speaker…
Graham Bell, Executive Director, EDItEUR
BOOK INDUSTRY COMMUNICATION LTD #bicbrunch
Keeping metadata up-to-date
Graham Bell
EDItEUR
BIC Brunch, 27th May 2020
About me
• 20+ years experience in book publishing
and technology
• exec director of EDItEUR, standards
organisation that works closely with BIC,
responsible for development of ONIX,
Thema, EDItX standards
• formerly senior manager in IT department
for HarperCollins UK
• led development of bibliographic, editorial
and digital asset management systems
Metadata is dynamic
• publisher’s metadata is never ‘finished’ – it’s always subject to change
• particularly in the pre-publication period
• but some key metadata continues to change throughout the product’s life,
particularly…
• marketing collateral
• links to other (newer) products
• distribution details, price and availability
• data supply chain relies on ability to update data at any time
Multiple methods for metadata updates
• basic product metadata, marketing collateral, distribution details
• ONIX for Books – rich data from publisher
• ongoing price and availability changes during active part of lifecycle
• ONIX – including block updates, mostly from publisher
• EDIFACT and Tradacoms EDI messaging – mostly from distributor
• EDItX and BIC Realtime – mostly from distributor
• push or pull?
• have a clear strategy to avoid contradictions
• either careful system integration between publishing and distribution
systems, or a strict separation of methods and responsibilities
Tradacoms updates
• most Tradacoms messages are orders,
acknowledgements, invoices, credit notes
and the like – messages defining
transactions
• exception: price and availability update
• supports only basic price and availability
• unchanged for two decades, ’not
recommended for new implementations’
beyond 2010, but still probably most- used update method post-publication
STX=ANAA:1+5023456789541:XYZ+5098765 432156+070130:103045+P4371++PVUHDR'
MHD=1+PVUHDR:1'TYP=9021'SDT=5023456789541'CDT=5098765432156'DNA=1+206:T01'
DNA=2+207:006'FIL=1+1+200527'MTR=8'MHD=2+PVUINF:1'NOI=1+AMEND+200601'
PRN=1+1+1:1+9780001234567++1'AVL=1+1+RP:200621'RPR=1+1+1++179500+GBP+++Z'
MTR=6'MHD=3+PVUTLR:1'PVT=1'MTR=3'MHD=4+RSGRSG:2'RSG=P4371+5098765432156'
MTR=3'END=4'
STX=ANAA:1+5023456789541:XYZ+5098765 432156+070130:103045+P4371++PVUHDR'
MHD=1+PVUHDR:1'TYP=9021'SDT=5023456789541'CDT=5098765432156'DNA=1+206:T01'
DNA=2+207:006'FIL=1+1+200527'MTR=8'MHD=2+PVUINF:1'NOI=1+AMEND+200601'
PRN=1+1+1:1+9780001234567++1'AVL=1+1+RP:200621'RPR=1+1+1++179500+GBP+++Z'
MTR=6'MHD=3+PVUTLR:1'PVT=1'MTR=3'MHD=4+RSGRSG:2'RSG=P4371+5098765432156'
MTR=3'END=4'
STX=ANAA:1+5023456789541:XYZ+5098765 432156+070130:103045+P4371++PVUHDR'
MHD=1+PVUHDR:1'
TYP=9021'
SDT=5023456789541'
CDT=5098765432156'
DNA=1+206:T01'
DNA=2+207:006'
FIL=1+1+200527'
MTR=8'
MHD=2+PVUINF:1'
NOI=1+AMEND+200601'
PRN=1+1+1:1+9780001234567++1'
AVL=1+1+RP:200621'
RPR=1+1+1++179500+GBP+++Z'
MTR=6'
MHD=3+PVUTLR:1'
PVT=1'
DNA=2+207:006'
FIL=1+1+200527'
MTR=8'
MHD=2+PVUINF:1'
NOI=1+AMEND+200601'
PRN=1+1+1:1+9780001234567++1'
AVL=1+1+RP:200621'
RPR=1+1+1++179500+GBP+++Z'
MTR=6'
MHD=3+PVUTLR:1'
PVT=1'
MTR=3'
MHD=4+RSGRSG:2'
RSG=P4371+5098765432156'
MTR=3'
END=4'
– price and availability update
– amendment, active from 1st June
– ISBN
– reprinting, availability 21st June
– price £17.95, zero-rated for VAT
– confirmation – 6 lines in this section
ONIX updates
• ONIX is a ‘catalogue message’ carrying
the full range of rich metadata – can
specify or update any part of the data,
including price and availability
• in ONIX 2.1, a special ‘P&A update’
message
• in ONIX 3.0, a more sophisticated
message structure with ‘block updates’
ONIX updates
• full update – send all data
• once or twice a year for forthcoming and active products, to eliminate errors
• delta updates – re-send all data for products where any data has changed
• filter out products where data is unchanged since last sent
• send delta update at least weekly for forthcoming and active products
• block updates – re-send only data that has changed
• more correctly, send block zero plus blocks that contain changed data
• filter out unchanged products and unchanged blocks
• considerably more efficient for recipients – less redundant processing
Blocks in ONIX 3.0
• ‘block zero’ – record reference, product identifiers
• Block 1 – basic product description
• Block 2 – marketing collateral
• Block 7 – promotional events
• Block 3 – chapter-level metadata
• Block 4 – publisher and imprint, sales rights, pub dates
• Block 5 – links to other products
• Block 6 – markets, suppliers, prices
<Product>
<RecordReference>com.mypublisher.01734</RecordReference> – ‘block zero’
<NotificationType>04</NotificationType>
<ProductIdentifier>
<ProductIDType>15</ProductIDType>
<IDValue>9780001234567</IDValue>
</ProductIdentifier>
<ProductSupply> – block 6
<SupplyDetail>
<Supplier>
<SupplierRole>01</SupplierRole>
<SupplierIdentifier>
<SupplierIDType>06</SupplierIDType>
<IDValue>5023456789541</IDValue>
</SupplierIdentifier>
</Supplier>
<ProductAvailability datestamp="20200527">32</ProductAvailability> – reprinting
<SupplyDate>
<SupplyDateRole>08</SupplyDateRole> – availability 21st June
<Date>20200621</Date>
<SupplierIDType>06</SupplierIDType>
<IDValue>5023456789541</IDValue>
</SupplierIdentifier>
</Supplier>
<ProductAvailability datestamp="20200527">32</ProductAvailability> – reprinting
<SupplyDate>
<SupplyDateRole>08</SupplyDateRole> – availability 21st June
<Date>20200621</Date>
</SupplyDate>
<Price>
<PriceType>02</PriceType>
<PriceStatus>02</PriceStatus>
<PriceAmount>17.95</PriceAmount> – 17.95
<Tax>
<TaxType>01</TaxType>
<TaxRateCode>Z</TaxRateCode> – zero-rated for VAT
<TaxRatePercent>0<TaxRatePercent>
<TaxableAmount>17.95</TaxableAmount>
<TaxAmount>0.00</TaxAmount>
</Tax>
<CurrencyCode>GBP</CurrencyCode>
<Territory>
<PriceAmount>17.95</PriceAmount> – 17.95
<Tax>
<TaxType>01</TaxType>
<TaxRateCode>Z</TaxRateCode> – zero-rated for VAT
<TaxRatePercent>0<TaxRatePercent>
<TaxableAmount>17.95</TaxableAmount>
<TaxAmount>0.00</TaxAmount>
</Tax>
<CurrencyCode>GBP</CurrencyCode>
<Territory>
<CountriesIncluded>GB IM</CountriesIncluded> – valid in
</Territory>
<PriceDate>
<PriceDateRole>15</PriceDateRole> – valid from
<Date>20200601</Date>
</PriceDate>
</Price>
</SupplyDetail>
</ProductSupply>
</Product>
BIC Realtime updates
• ONIX, Tradacoms are ‘push’ methods, advertising the prices
available to all
• BIC Realtime provides a ‘pull’ method – metadata is delivered in
response to a specific request (this is sometimes called an API)
• most Realtime messages are orders, acknowledgements, invoices,
credit notes and the like – messages defining transactions (and many
of these are based on EDItEUR’s EDItX standard)
• exception: product metadata APIs
• request a full ONIX record, or a price and availability record
• responses similar to conventional ONIX / EDItX records
<PriceAvailabilityRequest version="2.0" xmlns="http://www.bic.org.uk/webservices/priceAvailability">
<Header>
<AccountIdentifier>
<AccountIDType>01</AccountIDType>
<IDValue>0012345678</IDValue>
</AccountIdentifier>
<PriceAvailabilityRequestNumber>017</PriceAvailabilityRequestNumber>
<IssueDateTime>20200527T103058</IssueDateTime>
<SupplierIdentifier>
<SupplierIDType>06</SupplierIDType>
<IDValue>5098765432156</IDValue>
</SupplierIdentifier>
<CurrencyCode>GBP</CurrencyCode>
</Header>
<Product>
<LineNumber>1</LineNumber>
<ProductIdentifier>
<ProductIDType>03</ProductIDType>
<IDValue>9780001234567</IDValue>
</ProductIdentifier>
<SupplyQuantity>6</SupplyQuantity>
</Product>
</PriceAvailabilityRequest>
POST the query, or use a GET request:https://www.supplier.co.uk/PriceAvailabilityService?
ClientID=MyShop&ClientPassword=******&PriceAvaila
bilityRequestNumber=017&IssueDateTime=20200527T10
3058&ProductIDType=03&ProductIDValue=978000123456
7&SupplyQuantity=6&CurrencyCode=GBP
<PriceAvailabilityResponse version="2.0" xmlns="http://www.bic.org.uk/webservices/priceAvailability">
<Header>
<IssueDateTime>20200527T103101</IssueDateTime>
<SenderIdentifier>
<SenderIDType>06</SenderIDType>
<IDValue>5098765432156</IDValue>
</SenderIdentifier>
<AccountIdentifier>
<AccountIDType>01</AccountIDType>
<IDValue>0012345678</IDValue>
</AccountIdentifier>
<ReferenceCoded>
<ReferenceCodeType>01</ReferenceCodeType>
<ReferenceNumber>017</ReferenceNumber>
<ReferenceDateTime>20200527T103058</ReferenceDateTime>
</ReferenceCoded>
</Header>
<ProductPriceAvailability>
<ProductIdentifier>
<ProductIDType>03</ProductIDType>
<IDValue>9780001234567</IDValue>
</ProductIdentifier>
<SupplierPriceAvailability>
<ProductIdentifier>
<ProductIDType>03</ProductIDType>
<IDValue>9780001234567</IDValue>
</ProductIdentifier>
<SupplierPriceAvailability>
<AvailabilityCoded>
<SupplierAvailabilityCode>21</SupplierAvailabilityCode>
</AvailabilityCode>
<Price>
<PriceAmount>
<MonetaryAmount>17.95</MonetaryAmount>
<PriceType>02</PriceType>
<Tax>
<TaxType>01</TaxType>
<TaxRateCode>Z</TaxRateCode>
<TaxRatePercent>0</TaxRatePercent>
<TaxableAmount>17.95</TaxableAmount>
<TaxAmount>0.00</TaxAmount>
</Tax>
</PriceAmount>
</Price>
</SupplierPriceAvailability>
</ProductPriceAvailability>
</PriceAvailabilityResponse>
Summary
• keeping your metadata up-to-date is commercially valuable
• applies to bibliographic, marketing and supply chain metadata
• expect more frequent post-publication updates in the future
• multiple methods for update
• mixing methods requires careful integration between publisher and
distributor to avoid contradictions
• EDIFACT and Tradacoms limited to very simple use cases – increasing
demand to move beyond EDI to support more complex pricing models in
ONIX, EDItX and Realtime
• EDItEUR ONIX 3.0 Specification, global Implementation and Best Practice Guide, various XML tools, code lists, mailing list
• https://www.editeur.org/93/Release-3.0-Downloads/
• https://www.editeur.org/14/Code-Lists#code lists
• https://ns.editeur.org/onix (interactive)
• https://groups.io/g/onix (subscribe via blank e-mail to [email protected])
• EDIFACT and BIC Tradacoms
• https://www.editeur.org/87/EDIFACT-Overview/
• https://www.editeur.org/30/Trade-Book-Supply/
• https://www.bic.org.uk/14/EDI-Implementation-for-the-Book-Trade/
• https://bit.ly/36numV9 (Tradacoms codelists)
• EDItX
• https://www.editeur.org/88/EDItX-Overview/
• https://www.editeur.org/50/Trade-Book-Supply
• https://groups.io/g/editx (subscribe via blank e-mail to [email protected])
• BIC RealTime
• https://www.bic.org.uk/152/BIC-Realtime/
• EDItEUR general enquiries
bic.org.uk
Over to our third and final speaker…
Clive Herbert, Head of Professional Services,
Nielsen Book
BOOK INDUSTRY COMMUNICATION LTD #bicbrunch
This artwork was created using Nielsen data.
Copyright © 2020 The Nielsen Company (US), LLC. Confidential and proprietary. Do not distribute.
Nielsen Book
Clive Herbert
27th May 2020
BIC BRUNCH: KEEPING UP WITH YOUR METADATA
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NIELSEN BOOKService Update
• Data is still being loaded 24/7 with the support of our operations team
• We continue to supply data on a daily, weekly and monthly basis to our retail customers
• Nielsen transactional services and networks are operating normally
• All our help desks are open to provide help and guidance to publishers: Service & Support,
Publisher Helpdesk and the ISBN Agency
• The ISBN Store is available for ISBN allocation and many other Nielsen services
• So if you aren't sure of what to do next we continue in these difficult times to provide our expert
guidance to support to the trade wherever we can
Support
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DATA COLLECTION
EDIDaily from all main UK distributors and other countries
ONIXOver 500 inbound ONIX feeds: a mixture of daily and weekly files
TITLE EDITOR PORTALFrom over 23,000 portal users on an ad hoc basis
OTHER STRUCTURED ELECTRONIC FEEDSFiles in other formats such as delimited and .csv
Wide Range of Collection Services
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PRICE & AVAILABILITY VALIDATIONNielsen ONIX Validation Rules
• Check for the presence of some kind of availability status, publication status or market status
• Validate that <AvailabilityCode> or <ProductAvailability> is a valid code from List 54 or 65
• Check that prices are only numeric (i.e. do not contain currency symbols, spaces etc) and do not
contain more than 1 decimal point, that the price isn’t empty and that it isn’t just zeros
• Identify invalid dates eg 20200231, 202004005, 20200345 (it happens!)
• If the <AvailabilityCode> or <ProductAvailability> used (either from List 54 or 65) should be
accompanied by an expected availability date, we check for the presence of that and whether it is
the right ‘kind’ of date (e.g. past or future)
• Check that BIC Discount codes are in the right format
• For some feeds, we run some validation on the Tax composite (if sent) to ensure the values
calculate correctly
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IMPACT OF ‘BAD’ DATA Impact of Incorrect or Out of Date Information on Retailers & Consumers
• Retailers buying decisions affected by inaccurate data
• Disappointed retailers & consumers if orders can’t be fulfilled when expected
• Lost sales
• Uncertainty and lack of confidence in your data
• Important to maintain the product record to the end of its life
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TWO KEY AREASVAT on Digital Publications & Delayed Publication Dates
• VAT on Digital Publications
• The UK Government announced that from 1 May 2020 Standard rate VAT will no longer be applied
to digital publications in the UK. Previously VAT was applied at 20%.
• If any publisher has listed e-book product records with Nielsen we ask they update the VAT
statements and review the prices of their digital publications.
• Delayed Publication Dates
• Many publishers are delaying the publication date of some titles due to the pandemic
• Not just the publication date, re-supply the whole ONIX composite
• In ONIX reflect the delay in availability for the territories where it is delayed
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COMMON PRICING ERRORS IN ONIX4 Most Common Errors
• 1. Tax breakdowns not calculating correctly
• If a price supplied is inclusive of tax (e.g. an RRP) and <TaxableAmount> and <TaxAmount>
have been sent, these two fields should add up to the RRP.
• 2. <TaxableAmount> the same as RRP when the product has Standard rate tax
• <TaxableAmount> should contain: the amount of the unit price of the product, excluding tax
• 3. Prices sent as ‘0.00’
• free of charge it should be sent with an <UnpricedItemType> and code 01
• 4. <AvailabilityCode> or <ProductAvailability> conflicting with expected availability date supplied
• <ProductAvailability>10 or <ProductAvailability>32, sent with past dates
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SUMMARYKey Points
• Nielsen is processing data normally
• Even in lockdown the trade thrives on accurate, high quality data
• Doubly so in online retail environments
• Please update your e-book prices if you haven’t already done so
• Update the message fully when delaying publication dates
• Maintain your data
This artwork was created using Nielsen data.
Copyright © 2020 The Nielsen Company (US), LLC. Confidential and proprietary. Do not distribute.
SHAPING A SMARTER MARKET™
Ask your question either via the chat box provided
or direct to our speakers.
Remember to unmute yourself prior to speaking!
Tell us your:
bic.org.uk
Any questions?
BOOK INDUSTRY COMMUNICATION LTD
?Name
Organisation
Your question (and who it’s intended for)
And please re-mute yourself once your question
has been put to our speakers.
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Thank You!
Presentation slides will be made available on our website shortly
A recording of this event will be posted to BIC's YouTube channel
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